add run opt2_conf0.30_binomial
Browse files- opt2_seenn_early_exit/opt2_conf0.30_binomial.epochs.csv +101 -0
- opt2_seenn_early_exit/opt2_conf0.30_binomial.epochs.jsonl +100 -0
- opt2_seenn_early_exit/opt2_conf0.30_binomial.gpu_telemetry.csv +147 -0
- opt2_seenn_early_exit/opt2_conf0.30_binomial.summary.json +88 -0
- opt2_seenn_early_exit/opt2_conf0.30_binomial.zip +3 -0
opt2_seenn_early_exit/opt2_conf0.30_binomial.epochs.csv
ADDED
|
@@ -0,0 +1,101 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
tag,script,script_sha256_16,phase,priority,flags,note,gpus,amp,batch_size_per_gpu,num_bins_T,epochs_requested,epoch,train_loss,train_acc,test_loss,test_acc,best_acc,spikes_per_sample,wall_time_s,cum_wall_time_s,timestamp,spk_rate_l0,spk_rate_l1,spk_rate_l2,spk_rate_l3,spk_rate_l4,spk_rate_mean,spike_rates_json,gpu_samples,gpu_power_w_mean,energy_wh,gpu_util_pct_mean,gpu_mem_mb_peak
|
| 2 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,1,5.694082921322393,0.4200743494423792,3.3652350252324883,0.22348484848484848,0.22348484848484848,449343.14592760184,2.755420446395874,2.8,2026-08-21T09:34:54.138600+00:00,0.0990906528690282,0.13003946928416982,0.1529968749074375,0.17772890539730296,0.19931139051914215,0.151833,"[0.0990906528690282, 0.13003946928416982, 0.1529968749074375, 0.17772890539730296, 0.19931139051914215]",,,,,
|
| 3 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,2,3.9912819720555417,0.4851301115241636,1.8336427067265366,0.38636363636363635,0.38636363636363635,456003.6831165158,2.2298762798309326,5.0,2026-08-21T09:34:56.399686+00:00,0.09717477507451001,0.1386251326869516,0.15571338201270385,0.17910733380738428,0.2073566562989179,0.155595,"[0.09717477507451001, 0.1386251326869516, 0.15571338201270385, 0.17910733380738428, 0.2073566562989179]",1,129.08,0.07995,96.0,5406.0
|
| 4 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,3,3.899107255013902,0.4312267657992565,1.407094124591712,0.4356060606060606,0.4356060606060606,440939.07480203616,2.236030340194702,7.2,2026-08-21T09:34:58.669661+00:00,0.09378398779560537,0.13130719740601146,0.1545431491206674,0.18141745293841643,0.2108067133847405,0.154372,"[0.09378398779560537, 0.13130719740601146, 0.1545431491206674, 0.18141745293841643, 0.2108067133847405]",,,,,
|
| 5 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,4,3.568448297153175,0.5111524163568774,1.3935888788916848,0.45454545454545453,0.45454545454545453,448387.5653280543,2.2369773387908936,9.5,2026-08-21T09:35:00.937250+00:00,0.09865151345729828,0.1290732543258106,0.15289204523843877,0.18454219225574942,0.21559790390379288,0.156151,"[0.09865151345729828, 0.1290732543258106, 0.15289204523843877, 0.18454219225574942, 0.21559790390379288]",1,137.05,0.08516,95.0,5406.0
|
| 6 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,5,3.5566214593369723,0.5223048327137546,1.3588283676089663,0.5151515151515151,0.5151515151515151,451216.8106617647,2.2386770248413086,11.7,2026-08-21T09:35:03.208226+00:00,0.09512415002374087,0.1355377558399649,0.15877780142952413,0.18770607517046087,0.20884399116039276,0.157198,"[0.09512415002374087, 0.1355377558399649, 0.15877780142952413, 0.18770607517046087, 0.20884399116039276]",,,,,
|
| 7 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,6,3.382569105651742,0.5855018587360595,1.219913074464509,0.6287878787878788,0.6287878787878788,446262.7900169683,2.245922088623047,13.9,2026-08-21T09:35:05.485448+00:00,0.09274235849871355,0.13750500889385447,0.1561243209768744,0.1833662986755371,0.2018793374300003,0.154323,"[0.09274235849871355, 0.13750500889385447, 0.1561243209768744, 0.1833662986755371, 0.2018793374300003]",1,106.34,0.06634,96.0,5406.0
|
| 8 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,7,3.254790437265843,0.5799256505576208,1.089335586085464,0.5454545454545454,0.6287878787878788,429432.8738687783,2.247232675552368,16.2,2026-08-21T09:35:07.764524+00:00,0.08737796720336466,0.13337724787347457,0.15452653432593627,0.1812170016414979,0.18589238997767954,0.148478,"[0.08737796720336466, 0.13337724787347457, 0.15452653432593627, 0.1812170016414979, 0.18589238997767954]",,,,,
|
| 9 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,8,3.000181031493006,0.6226765799256505,0.8563766678174337,0.6477272727272727,0.6477272727272727,414048.9005938914,2.2552742958068848,18.4,2026-08-21T09:35:10.045929+00:00,0.0804141755489742,0.13014698554487789,0.15861462670214035,0.18478884416468003,0.1854505758075153,0.147883,"[0.0804141755489742, 0.13014698554487789, 0.15861462670214035, 0.18478884416468003, 0.1854505758075153]",1,137.43,0.0861,89.0,5406.0
|
| 10 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,9,2.9098952357210632,0.6635687732342007,1.0062685482429736,0.6439393939393939,0.6477272727272727,409905.217760181,2.2680411338806152,20.7,2026-08-21T09:35:12.344731+00:00,0.07909306489369448,0.12828615263980978,0.15966232471606312,0.1847521689008264,0.18936248737223008,0.148231,"[0.07909306489369448, 0.12828615263980978, 0.15966232471606312, 0.1847521689008264, 0.18936248737223008]",,,,,
|
| 11 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,10,2.7947787192674376,0.6951672862453532,0.7087493412422411,0.6704545454545454,0.6704545454545454,396720.2211538462,2.2666566371917725,23.0,2026-08-21T09:35:14.637592+00:00,0.0781192941700711,0.12133990754099454,0.15356331362443812,0.17999523615135865,0.18478840677177205,0.143561,"[0.0781192941700711, 0.12133990754099454, 0.15356331362443812, 0.17999523615135865, 0.18478840677177205]",,,,,
|
| 12 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,11,2.7814016005363604,0.6858736059479554,0.8258037332332495,0.6628787878787878,0.6704545454545454,381713.76102941175,2.2685534954071045,25.2,2026-08-21T09:35:16.939936+00:00,0.0764811503536561,0.11421391674700905,0.14695218030144186,0.17550486150909872,0.17969887572176316,0.13857,"[0.0764811503536561, 0.11421391674700905, 0.14695218030144186, 0.17550486150909872, 0.17969887572176316]",1,134.74,0.08491,97.0,5406.0
|
| 13 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,12,2.7135902727403605,0.7118959107806692,0.7609189008221482,0.7007575757575758,0.7007575757575758,375755.5345022625,2.2781519889831543,27.5,2026-08-21T09:35:19.243475+00:00,0.07531023682916865,0.11133954849313288,0.1458852939745959,0.1761115114478504,0.1784189843079623,0.137413,"[0.07531023682916865, 0.11133954849313288, 0.1458852939745959, 0.1761115114478504, 0.1784189843079623]",,,,,
|
| 14 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,13,2.5770469819746054,0.7156133828996283,0.6862058711774421,0.7196969696969697,0.7196969696969697,372453.76414027147,2.289933919906616,29.8,2026-08-21T09:35:21.564733+00:00,0.07539175144013237,0.11076954620725968,0.14070923626422882,0.1749836530755548,0.17664984482176163,0.135701,"[0.07539175144013237, 0.11076954620725968, 0.14070923626422882, 0.1749836530755548, 0.17664984482176163]",1,145.2,0.09236,96.0,5406.0
|
| 15 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,14,2.5216397955515126,0.7193308550185874,0.7470654465935447,0.7045454545454546,0.7196969696969697,373470.1604920815,2.2936904430389404,32.1,2026-08-21T09:35:23.889563+00:00,0.0747972507687176,0.11198071916313733,0.14278953829232385,0.17433498098569758,0.175486362155746,0.135878,"[0.0747972507687176, 0.11198071916313733, 0.14278953829232385, 0.17433498098569758, 0.175486362155746]",,,,,
|
| 16 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,15,2.4901402218191153,0.7509293680297398,0.6075986587640011,0.7537878787878788,0.7537878787878788,372187.30330882355,2.3160288333892822,34.4,2026-08-21T09:35:26.231714+00:00,0.07573669359964483,0.10763799223829718,0.14415705554625569,0.17839023032609155,0.18176447380991542,0.137537,"[0.07573669359964483, 0.10763799223829718, 0.14415705554625569, 0.17839023032609155, 0.18176447380991542]",1,124.18,0.07989,93.5,5406.0
|
| 17 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,16,2.4683274726442246,0.7360594795539034,0.6985620775006034,0.7575757575757576,0.7575757575757576,363720.2849264706,2.3172502517700195,36.7,2026-08-21T09:35:28.580187+00:00,0.07306189659763784,0.10860876519890393,0.1383560185923296,0.1722864263197955,0.17742833670447855,0.133948,"[0.07306189659763784, 0.10860876519890393, 0.1383560185923296, 0.1722864263197955, 0.17742833670447855]",,,,,
|
| 18 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,17,2.3144581415396197,0.775092936802974,1.5174277804114602,0.6022727272727273,0.7575757575757576,363927.98515271494,2.324265480041504,39.1,2026-08-21T09:35:30.935301+00:00,0.07319539610077352,0.1074744182474473,0.1404566905077766,0.17288763119893916,0.1699342000133851,0.13279,"[0.07319539610077352, 0.1074744182474473, 0.1404566905077766, 0.17288763119893916, 0.1699342000133851]",1,119.94,0.07744,95.5,5406.0
|
| 19 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,18,2.4525401441581187,0.7620817843866171,0.7490757595409047,0.7537878787878788,0.7575757575757576,355523.9029977375,2.337080955505371,41.4,2026-08-21T09:35:33.297848+00:00,0.07162202982341542,0.10380098881090388,0.13807044046766617,0.17267881947405198,0.17296947363544912,0.131828,"[0.07162202982341542, 0.10380098881090388, 0.13807044046766617, 0.17267881947405198, 0.17296947363544912]",,,,,
|
| 20 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,19,2.368864643529445,0.7657992565055762,0.5790015170068452,0.7613636363636364,0.7613636363636364,362024.3091063348,2.3553221225738525,43.8,2026-08-21T09:35:35.681198+00:00,0.07477946973898832,0.10345372820601743,0.13830381719505086,0.17373842351576863,0.17069227116949418,0.132194,"[0.07477946973898832, 0.10345372820601743, 0.13830381719505086, 0.17373842351576863, 0.17069227116949418]",1,112.9,0.07387,99.0,5406.0
|
| 21 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,20,2.2183531801939895,0.8048327137546468,0.7617955262010748,0.696969696969697,0.7613636363636364,360831.7737556561,2.3543031215667725,46.1,2026-08-21T09:35:38.075044+00:00,0.07330023190554451,0.10398728531949661,0.14063165994251475,0.17477905662620769,0.17001506773864522,0.132543,"[0.07330023190554451, 0.10398728531949661, 0.14063165994251475, 0.17477905662620769, 0.17001506773864522]",,,,,
|
| 22 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,21,2.211913826740364,0.8197026022304833,0.6966467734539148,0.7575757575757576,0.7613636363636364,359727.29440045246,2.3500113487243652,48.5,2026-08-21T09:35:40.450958+00:00,0.07281165789155399,0.1057699401589001,0.13753226048806133,0.17206296675345478,0.17383055914850795,0.132401,"[0.07281165789155399, 0.1057699401589001, 0.13753226048806133, 0.17206296675345478, 0.17383055914850795]",1,131.95,0.08613,88.5,5406.0
|
| 23 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,22,2.092986840740899,0.8475836431226765,0.4787806073824565,0.8143939393939394,0.8143939393939394,357753.9297228507,2.350825548171997,50.8,2026-08-21T09:35:42.826593+00:00,0.0731318018892232,0.10381790469674503,0.13648960695547216,0.17139594607493458,0.1782210854923024,0.132611,"[0.0731318018892232, 0.10381790469674503, 0.13648960695547216, 0.17139594607493458, 0.1782210854923024]",,,,,
|
| 24 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,23,2.0641471293779112,0.8587360594795539,0.5960246848337578,0.7916666666666666,0.8143939393939394,350907.45263009047,2.3639674186706543,53.2,2026-08-21T09:35:45.222381+00:00,0.07290271099875956,0.09860362112522125,0.1352082149070852,0.17009742558002472,0.17155896740801194,0.129674,"[0.07290271099875956, 0.09860362112522125, 0.1352082149070852, 0.17009742558002472, 0.17155896740801194]",1,129.4,0.08497,96.0,5406.0
|
| 25 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,24,1.9969159058921842,0.8884758364312267,0.4537070303252249,0.821969696969697,0.821969696969697,350241.54213800904,2.3690311908721924,55.5,2026-08-21T09:35:47.617593+00:00,0.07190290794653051,0.09880134463310242,0.1385616642587325,0.1659348694717183,0.1728307289235732,0.129606,"[0.07190290794653051, 0.09880134463310242, 0.1385616642587325, 0.1659348694717183, 0.1728307289235732]",,,,,
|
| 26 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,25,1.9983144480056478,0.8736059479553904,0.5019800021792903,0.8409090909090909,0.8409090909090909,356110.9407522625,2.3570196628570557,57.9,2026-08-21T09:35:50.006004+00:00,0.07379529099254047,0.10079006719238617,0.13832825597594767,0.16583283683832953,0.16701290099059835,0.129152,"[0.07379529099254047, 0.10079006719238617, 0.13832825597594767, 0.16583283683832953, 0.16701290099059835]",1,122.78,0.08039,96.0,5406.0
|
| 27 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,26,1.9632162258970693,0.8717472118959108,0.4701948707753962,0.8409090909090909,0.8409090909090909,346243.3170248869,2.3534328937530518,60.3,2026-08-21T09:35:52.390741+00:00,0.07051554716685239,0.10105887931935928,0.13156845990349264,0.16748208508772008,0.17359772412215962,0.128845,"[0.07051554716685239, 0.10105887931935928, 0.13156845990349264, 0.16748208508772008, 0.17359772412215962]",,,,,
|
| 28 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,27,1.9159327652374607,0.8921933085501859,0.505463031205264,0.7992424242424242,0.8409090909090909,349109.6856617647,2.3479971885681152,62.6,2026-08-21T09:35:54.764497+00:00,0.0718089355265393,0.1007948381935849,0.13325784223921158,0.16434650298427134,0.16839687701533823,0.127721,"[0.0718089355265393, 0.1007948381935849, 0.13325784223921158, 0.16434650298427134, 0.16839687701533823]",,,,,
|
| 29 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,28,1.87404252339473,0.9163568773234201,0.37238856066357007,0.8977272727272727,0.8977272727272727,346924.19598416286,2.3522772789001465,65.0,2026-08-21T09:35:57.143532+00:00,0.07167200218228732,0.10101005960913266,0.13027919828891754,0.16005384133142583,0.1685744935975355,0.126318,"[0.07167200218228732, 0.10101005960913266, 0.13027919828891754, 0.16005384133142583, 0.1685744935975355]",1,123.5,0.0807,96.0,5406.0
|
| 30 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,29,1.864433563331689,0.912639405204461,0.4422283705436822,0.875,0.8977272727272727,344744.22794117645,2.337268114089966,67.3,2026-08-21T09:35:59.512233+00:00,0.07217679611023735,0.09822006874224719,0.12978211395880757,0.15957353483228123,0.1695551986203474,0.125862,"[0.07217679611023735, 0.09822006874224719, 0.12978211395880757, 0.15957353483228123, 0.1695551986203474]",,,,,
|
| 31 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,30,1.7592644797825017,0.9256505576208178,0.7570459264697451,0.7348484848484849,0.8977272727272727,351307.95644796384,2.3346354961395264,69.6,2026-08-21T09:36:01.874243+00:00,0.07407396637341555,0.10127549092559253,0.12887746533926794,0.15861985175048604,0.1673017310745576,0.12603,"[0.07407396637341555, 0.10127549092559253, 0.12887746533926794, 0.15861985175048604, 0.1673017310745576]",1,139.8,0.09066,96.0,5406.0
|
| 32 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,31,1.851795427861267,0.9182156133828996,0.3405725820498033,0.9090909090909091,0.9090909090909091,349441.5646210407,2.3138911724090576,71.9,2026-08-21T09:36:04.212318+00:00,0.07335675639264724,0.10031586184221156,0.12996045017943664,0.15910927863682017,0.16875525081858916,0.1263,"[0.07335675639264724, 0.10031586184221156, 0.12996045017943664, 0.15910927863682017, 0.16875525081858916]",,,,,
|
| 33 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,32,1.7695047035536358,0.9386617100371747,0.4110704082431215,0.8636363636363636,0.9090909090909091,347791.3413461538,2.304953098297119,74.2,2026-08-21T09:36:06.548576+00:00,0.07184401154518127,0.1023372512529878,0.12917198679026434,0.15785828933996313,0.16625035860959222,0.125492,"[0.07184401154518127, 0.1023372512529878, 0.12917198679026434, 0.15785828933996313, 0.16625035860959222]",1,129.95,0.0832,96.0,5406.0
|
| 34 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,33,1.800506180990141,0.9330855018587361,0.4138778700973048,0.8901515151515151,0.9090909090909091,339582.57763009047,2.2989842891693115,76.5,2026-08-21T09:36:08.872865+00:00,0.0706276120070149,0.09903990959419924,0.12560263977331274,0.15526224497486563,0.16760357513147242,0.123627,"[0.0706276120070149, 0.09903990959419924, 0.12560263977331274, 0.15526224497486563, 0.16760357513147242]",,,,,
|
| 35 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,34,1.6955492558532488,0.9535315985130112,0.4211440646287167,0.8560606060606061,0.9090909090909091,342261.6252828054,2.288378953933716,78.8,2026-08-21T09:36:11.186613+00:00,0.06964617091066697,0.10246804970152237,0.12685195312780492,0.15901166200637817,0.1675175112836501,0.125099,"[0.06964617091066697, 0.10246804970152237, 0.12685195312780492, 0.15901166200637817, 0.1675175112836501]",1,116.74,0.07421,99.0,5406.0
|
| 36 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,35,1.725349411202186,0.9330855018587361,0.35841462377345923,0.8901515151515151,0.9090909090909091,342200.16954185517,2.2828547954559326,81.1,2026-08-21T09:36:13.495605+00:00,0.07114697773666943,0.1003344633123454,0.12593778617241802,0.1551997126901851,0.16821294234079473,0.124166,"[0.07114697773666943, 0.1003344633123454, 0.12593778617241802, 0.1551997126901851, 0.16821294234079473]",,,,,
|
| 37 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,36,1.7272274857560055,0.9386617100371747,0.329539519367796,0.8863636363636364,0.9090909090909091,343961.0992647059,2.2859504222869873,83.4,2026-08-21T09:36:15.806835+00:00,0.07203877585775711,0.1003123675199116,0.12655721780131846,0.15191632070962122,0.17070102341034832,0.124305,"[0.07203877585775711, 0.1003123675199116, 0.12655721780131846, 0.15191632070962122, 0.17070102341034832]",,,,,
|
| 38 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,37,1.6695596134795576,0.9423791821561338,0.3560541287967653,0.9204545454545454,0.9204545454545454,343697.23501131224,2.2835185527801514,85.7,2026-08-21T09:36:18.116208+00:00,0.07217949804137735,0.10043403155663434,0.12503985885311575,0.153095799333909,0.16486862740095923,0.123124,"[0.07217949804137735, 0.10043403155663434, 0.12503985885311575, 0.153095799333909, 0.16486862740095923]",1,141.33,0.08965,96.0,5406.0
|
| 39 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,38,1.6591235669572113,0.9646840148698885,0.3730469129302285,0.8901515151515151,0.9204545454545454,344653.27333144797,2.281208038330078,88.0,2026-08-21T09:36:20.429466+00:00,0.07165506000027937,0.1019700090674793,0.12542466643978567,0.15477911426740534,0.16780949953724356,0.124328,"[0.07165506000027937, 0.1019700090674793, 0.12542466643978567, 0.15477911426740534, 0.16780949953724356]",,,,,
|
| 40 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,39,1.5835720340558588,0.9739776951672863,0.3592013987627896,0.9053030303030303,0.9204545454545454,349368.67802601814,2.281134843826294,90.3,2026-08-21T09:36:22.736043+00:00,0.07273053114905077,0.10412174857714597,0.12565888464450836,0.15540513659224792,0.16779567388927236,0.125142,"[0.07273053114905077, 0.10412174857714597, 0.12565888464450836, 0.15540513659224792, 0.16779567388927236]",1,135.05,0.08557,95.0,5406.0
|
| 41 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,40,1.614288441753742,0.966542750929368,0.30583707627021905,0.9242424242424242,0.9242424242424242,347975.39295814483,2.2772395610809326,92.5,2026-08-21T09:36:25.039396+00:00,0.07379587520571317,0.10257960461518344,0.12322280161521014,0.15003663126160116,0.1639674262088888,0.12272,"[0.07379587520571317, 0.10257960461518344, 0.12322280161521014, 0.15003663126160116, 0.1639674262088888]",,,,,
|
| 42 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,41,1.6197337687680269,0.9646840148698885,0.4938446382681529,0.875,0.9242424242424242,345673.287188914,2.275545358657837,94.8,2026-08-21T09:36:27.345744+00:00,0.07253068904666339,0.1023268353413133,0.12405894609058604,0.1514876590055578,0.162555712110856,0.122592,"[0.07253068904666339, 0.1023268353413133, 0.12405894609058604, 0.1514876590055578, 0.162555712110856]",1,128.07,0.08095,95.0,5406.0
|
| 43 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,42,1.602805082239626,0.9628252788104089,0.3001906083840312,0.8939393939393939,0.9242424242424242,345260.755938914,2.288785457611084,97.1,2026-08-21T09:36:29.659634+00:00,0.0733730170656653,0.10102431125500623,0.12245076631798464,0.15141651910894058,0.16733948097509496,0.123121,"[0.0733730170656653, 0.10102431125500623, 0.12245076631798464, 0.15141651910894058, 0.16733948097509496]",,,,,
|
| 44 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,43,1.5249732630846669,0.9739776951672863,0.3196058959671945,0.9015151515151515,0.9242424242424242,346126.51555429865,2.2848808765411377,99.4,2026-08-21T09:36:31.971833+00:00,0.07357315280858208,0.10183182577876483,0.12202608059434329,0.1501021683216095,0.16661163288004258,0.122829,"[0.07357315280858208, 0.10183182577876483, 0.12202608059434329, 0.1501021683216095, 0.16661163288004258]",1,123.78,0.07856,95.5,5406.0
|
| 45 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,44,1.5269118551871148,0.9776951672862454,0.3832080815777634,0.9053030303030303,0.9242424242424242,345617.7833710407,2.2772653102874756,101.7,2026-08-21T09:36:34.274641+00:00,0.0731632336974144,0.10255128802622065,0.12118470975581337,0.15061427389874177,0.16291422440725215,0.122086,"[0.0731632336974144, 0.10255128802622065, 0.12118470975581337, 0.15061427389874177, 0.16291422440725215]",,,,,
|
| 46 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,45,1.5204896452701668,0.9869888475836431,0.29074052653529425,0.9204545454545454,0.9242424242424242,344184.5329468326,2.284999370574951,103.9,2026-08-21T09:36:36.584968+00:00,0.07323826323537265,0.10165488369324628,0.11975714213707868,0.15143699944019318,0.1619077833259807,0.121599,"[0.07323826323537265, 0.10165488369324628, 0.11975714213707868, 0.15143699944019318, 0.1619077833259807]",1,117.09,0.07432,97.0,5406.0
|
| 47 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,46,1.5138890450771856,0.9721189591078067,0.3115163960240104,0.9204545454545454,0.9242424242424242,344157.6852375566,2.2861642837524414,106.2,2026-08-21T09:36:38.896670+00:00,0.07350905151928172,0.10139364135615966,0.11959732718327466,0.14947061153019175,0.16431824074071996,0.121658,"[0.07350905151928172, 0.10139364135615966, 0.11959732718327466, 0.14947061153019175, 0.16431824074071996]",,,,,
|
| 48 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,47,1.5005031908311808,0.9684014869888475,0.302248861302029,0.9242424242424242,0.9242424242424242,345926.0069287331,2.280270576477051,108.5,2026-08-21T09:36:41.201933+00:00,0.0738791253636865,0.10169218086144503,0.12139428450780756,0.14741854019024792,0.1650799539159326,0.121893,"[0.0738791253636865, 0.10169218086144503, 0.12139428450780756, 0.14741854019024792, 0.1650799539159326]",1,136.47,0.08644,96.0,5406.0
|
| 49 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,48,1.5108609452123536,0.9814126394052045,0.302728483171174,0.928030303030303,0.928030303030303,344860.2447680995,2.289621353149414,110.8,2026-08-21T09:36:43.516988+00:00,0.07380996074746637,0.10128927844412186,0.12068953145952786,0.14645783866153045,0.16457094252109528,0.121364,"[0.07380996074746637, 0.10128927844412186, 0.12068953145952786, 0.14645783866153045, 0.16457094252109528]",,,,,
|
| 50 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,49,1.5063356085780828,0.9758364312267658,0.30889113744099933,0.9204545454545454,0.928030303030303,343857.79312782804,2.3001222610473633,113.1,2026-08-21T09:36:45.852113+00:00,0.07388000497046639,0.10027265811667722,0.12065793442375519,0.14606690669760986,0.16278423193623037,0.120732,"[0.07388000497046639, 0.10027265811667722, 0.12065793442375519, 0.14606690669760986, 0.16278423193623037]",,,,,
|
| 51 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,50,1.5126524964229768,0.9758364312267658,0.3520562793269302,0.9393939393939394,0.9393939393939394,343450.9324095022,2.304344892501831,115.4,2026-08-21T09:36:48.182986+00:00,0.07402533161289551,0.10046420553151299,0.11947681711000555,0.14384762942790985,0.16251972317695618,0.120067,"[0.07402533161289551, 0.10046420553151299, 0.11947681711000555, 0.14384762942790985, 0.16251972317695618]",1,125.66,0.08043,95.0,5406.0
|
| 52 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,51,1.4698959429467922,0.9851301115241635,0.27405359076731134,0.9242424242424242,0.9393939393939394,349212.01725113124,2.3118317127227783,117.7,2026-08-21T09:36:50.530200+00:00,0.07518493296468959,0.10255334876915988,0.12109294358421774,0.1463416017153684,0.15824872868902543,0.120684,"[0.07518493296468959, 0.10255334876915988, 0.12109294358421774, 0.1463416017153684, 0.15824872868902543]",,,,,
|
| 53 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,52,1.47105630224079,0.9814126394052045,0.3121976364742626,0.9090909090909091,0.9393939393939394,346205.19640837103,2.3147008419036865,120.0,2026-08-21T09:36:52.869652+00:00,0.07510989948230631,0.10113950818777084,0.11849596745827619,0.14617441857562347,0.16018828662002788,0.120222,"[0.07510989948230631, 0.10113950818777084, 0.11849596745827619, 0.14617441857562347, 0.16018828662002788]",1,129.36,0.08317,95.5,5406.0
|
| 54 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,53,1.486105021934084,0.9814126394052045,0.2869640498450308,0.9393939393939394,0.9393939393939394,342481.536199095,2.330188035964966,122.4,2026-08-21T09:36:55.225447+00:00,0.07446119013954611,0.09989342707044938,0.1168163620373782,0.14488527266418233,0.1594594383940977,0.119103,"[0.07446119013954611, 0.09989342707044938, 0.1168163620373782, 0.14488527266418233, 0.1594594383940977]",,,,,
|
| 55 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,54,1.4657447267199095,0.9888475836431226,0.29172761602835223,0.9128787878787878,0.9393939393939394,339823.32338800904,2.3264689445495605,124.7,2026-08-21T09:36:57.576342+00:00,0.07285406834938947,0.09984034256023519,0.11846991716062322,0.1442274065578685,0.15770127668100245,0.118619,"[0.07285406834938947, 0.09984034256023519, 0.11846991716062322, 0.1442274065578685, 0.15770127668100245]",1,123.49,0.0798,95.0,5406.0
|
| 56 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,55,1.4460144876104306,0.9888475836431226,0.302032111269055,0.9431818181818182,0.9431818181818182,345447.29963235295,2.3355114459991455,127.0,2026-08-21T09:36:59.937987+00:00,0.07497869169010836,0.10109363540130503,0.11805674477535136,0.14483365591834574,0.15671965655158548,0.119136,"[0.07497869169010836, 0.10109363540130503, 0.11805674477535136, 0.14483365591834574, 0.15671965655158548]",,,,,
|
| 57 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,56,1.4240380157768504,0.9944237918215614,0.3096096867864782,0.928030303030303,0.9431818181818182,340932.5599547511,2.34065580368042,129.4,2026-08-21T09:37:02.309936+00:00,0.07357688029022778,0.09946250521084841,0.11845122540698332,0.14425720625063954,0.1572530927026973,0.1186,"[0.07357688029022778, 0.09946250521084841, 0.11845122540698332, 0.14425720625063954, 0.1572530927026973]",1,113.03,0.07349,95.0,5406.0
|
| 58 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,57,1.4048742858007495,0.9925650557620818,0.2856253728722081,0.9356060606060606,0.9431818181818182,344721.05429864256,2.3444881439208984,131.7,2026-08-21T09:37:04.679917+00:00,0.07458654703462825,0.10140577922849094,0.11796719449407914,0.14333969705245075,0.15824765931157506,0.119109,"[0.07458654703462825, 0.10140577922849094, 0.11796719449407914, 0.14333969705245075, 0.15824765931157506]",,,,,
|
| 59 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,58,1.4592505143920729,0.9851301115241635,0.388671032407067,0.9128787878787878,0.9431818181818182,342661.57819570135,2.3419089317321777,134.0,2026-08-21T09:37:07.046529+00:00,0.07465522298041512,0.10029100626707077,0.11598207275657092,0.14350191109320698,0.15633825607159557,0.118154,"[0.07465522298041512, 0.10029100626707077, 0.11598207275657092, 0.14350191109320698, 0.15633825607159557]",1,113.74,0.07399,97.0,5406.0
|
| 60 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,59,1.4510858697075826,0.9851301115241635,0.32670017625346326,0.9090909090909091,0.9431818181818182,344750.0591063348,2.347714900970459,136.4,2026-08-21T09:37:09.419172+00:00,0.07531466378885157,0.10100933471146752,0.11579315758803312,0.14377485916895025,0.15818795298828797,0.118816,"[0.07531466378885157, 0.10100933471146752, 0.11579315758803312, 0.14377485916895025, 0.15818795298828797]",,,,,
|
| 61 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,60,1.426065561053478,0.9851301115241635,0.28242809212569037,0.9356060606060606,0.9431818181818182,346933.33243778284,2.335476875305176,138.7,2026-08-21T09:37:11.780057+00:00,0.07504844402565676,0.10219688976512235,0.11849783536265879,0.14446596450665417,0.15685655439601226,0.119413,"[0.07504844402565676, 0.10219688976512235, 0.11849783536265879, 0.14446596450665417, 0.15685655439601226]",1,121.21,0.07863,90.5,5406.0
|
| 62 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,61,1.4186297805779042,0.9944237918215614,0.30916904951586865,0.9015151515151515,0.9431818181818182,341494.8485576923,2.331639528274536,141.1,2026-08-21T09:37:14.138956+00:00,0.0742356027750408,0.09973439924857196,0.11693873300271876,0.14201281351201675,0.15509751263786764,0.117604,"[0.0742356027750408, 0.09973439924857196, 0.11693873300271876, 0.14201281351201675, 0.15509751263786764]",,,,,
|
| 63 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,62,1.3886942757106624,0.9888475836431226,0.28231135913819977,0.9356060606060606,0.9431818181818182,341155.8419117647,2.3308253288269043,143.4,2026-08-21T09:37:16.497418+00:00,0.07411738967194277,0.09953622213181328,0.11680677664630554,0.14334100572501912,0.15652084350585938,0.118064,"[0.07411738967194277, 0.09953622213181328, 0.11680677664630554, 0.14334100572501912, 0.15652084350585938]",,,,,
|
| 64 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,63,1.4012020582603255,0.9869888475836431,0.3682777565537077,0.9015151515151515,0.9431818181818182,342136.5062217195,2.3164706230163574,145.7,2026-08-21T09:37:18.843986+00:00,0.07454004576977562,0.09969103906084509,0.11657850663451587,0.14373717062613545,0.15656879544258118,0.118223,"[0.07454004576977562, 0.09969103906084509, 0.11657850663451587, 0.14373717062613545, 0.15656879544258118]",1,128.95,0.08297,96.0,5406.0
|
| 65 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,64,1.4225721687189266,0.9888475836431226,0.28477383427547687,0.946969696969697,0.946969696969697,344041.23628393665,2.3181660175323486,148.0,2026-08-21T09:37:21.187405+00:00,0.07519034559235853,0.10028107946409899,0.11676337175509509,0.14256130246555104,0.1539625280043658,0.117752,"[0.07519034559235853, 0.10028107946409899, 0.11676337175509509, 0.14256130246555104, 0.1539625280043658]",,,,,
|
| 66 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,65,1.3898512776456358,0.9981412639405205,0.28799241961854877,0.9356060606060606,0.946969696969697,343241.94782239816,2.3057358264923096,150.3,2026-08-21T09:37:23.526928+00:00,0.07499354025896858,0.09995525286478155,0.11677979064338348,0.14218717725837932,0.15356300332966974,0.117496,"[0.07499354025896858, 0.09995525286478155, 0.11677979064338348, 0.14218717725837932, 0.15356300332966974]",1,122.78,0.07864,95.5,5406.0
|
| 67 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,66,1.4013057552748895,0.9925650557620818,0.2839171520688317,0.928030303030303,0.946969696969697,343851.157239819,2.3091773986816406,152.6,2026-08-21T09:37:25.861966+00:00,0.075246480457923,0.10050804474774529,0.11597063436227686,0.141709846608779,0.15187542315791636,0.117062,"[0.075246480457923, 0.10050804474774529, 0.11597063436227686, 0.141709846608779, 0.15187542315791636]",,,,,
|
| 68 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,67,1.3570095845757808,0.9962825278810409,0.25781360720143176,0.9431818181818182,0.946969696969697,341663.69555995474,2.3017942905426025,154.9,2026-08-21T09:37:28.188988+00:00,0.07439866311409894,0.09999765455722809,0.11601924326489954,0.14216478344272165,0.15684293561121998,0.117885,"[0.07439866311409894, 0.09999765455722809, 0.11601924326489954, 0.14216478344272165, 0.15684293561121998]",1,126.48,0.08087,96.5,5406.0
|
| 69 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,68,1.3632369094621737,0.9962825278810409,0.26800123669884424,0.9393939393939394,0.946969696969697,342943.53987556556,2.3065171241760254,157.3,2026-08-21T09:37:30.520776+00:00,0.07438365632996839,0.10079622706946205,0.11685229136663325,0.14259549537125757,0.15438973991309896,0.117803,"[0.07438365632996839, 0.10079622706946205, 0.11685229136663325, 0.14259549537125757, 0.15438973991309896]",,,,,
|
| 70 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,69,1.348244851406622,0.9944237918215614,0.2691117809577422,0.946969696969697,0.946969696969697,341384.57324660633,2.3077683448791504,159.6,2026-08-21T09:37:32.853564+00:00,0.0744945656727342,0.0995782534865772,0.1159465895856128,0.14229401157182806,0.15436669658212102,0.117336,"[0.0744945656727342, 0.0995782534865772, 0.1159465895856128, 0.14229401157182806, 0.15436669658212102]",1,128.8,0.08257,95.5,5406.0
|
| 71 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,70,1.354788722601965,0.9944237918215614,0.2702997931928346,0.9318181818181818,0.946969696969697,345197.2241233032,2.2967422008514404,161.9,2026-08-21T09:37:35.175272+00:00,0.07605023813598297,0.0998886227607727,0.11664742625811521,0.14126318430199342,0.1536265418810003,0.117495,"[0.07605023813598297, 0.0998886227607727, 0.11664742625811521, 0.14126318430199342, 0.1536265418810003]",,,,,
|
| 72 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,71,1.3505947226485355,0.9944237918215614,0.26196469592325616,0.9507575757575758,0.9507575757575758,341306.465780543,2.288688898086548,164.1,2026-08-21T09:37:37.490582+00:00,0.07472265774712843,0.09894980358726838,0.11656641478047651,0.14082757076796362,0.15068026588243597,0.116349,"[0.07472265774712843, 0.09894980358726838, 0.11656641478047651, 0.14082757076796362, 0.15068026588243597]",1,116.35,0.07397,95.5,5406.0
|
| 73 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,72,1.3679762484858913,0.9907063197026023,0.28201300583102484,0.9431818181818182,0.9507575757575758,342518.73359728506,2.2960166931152344,166.4,2026-08-21T09:37:39.817924+00:00,0.07466047563973595,0.0999774595393854,0.11697953325860641,0.14122850316412308,0.1501240966951146,0.116594,"[0.07466047563973595, 0.0999774595393854, 0.11697953325860641, 0.14122850316412308, 0.1501240966951146]",,,,,
|
| 74 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,73,1.338950516566025,0.9962825278810409,0.2509812979084073,0.9356060606060606,0.9507575757575758,344419.86411199096,2.2923126220703125,168.7,2026-08-21T09:37:42.137513+00:00,0.07535815107471802,0.10049473932560753,0.11676127463579178,0.14124029524186077,0.1510405908612644,0.116979,"[0.07535815107471802, 0.10049473932560753, 0.11676127463579178, 0.14124029524186077, 0.1510405908612644]",1,141.02,0.08979,90.5,5406.0
|
| 75 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,74,1.3421483837538934,0.9981412639405205,0.2958601293238727,0.9356060606060606,0.9507575757575758,340104.35265837103,2.3042893409729004,171.0,2026-08-21T09:37:44.467464+00:00,0.07438898437163409,0.09890675588565714,0.11544471146429286,0.14144396518959718,0.15687189996242523,0.117411,"[0.07438898437163409, 0.09890675588565714, 0.11544471146429286, 0.14144396518959718, 0.15687189996242523]",,,,,
|
| 76 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,75,1.3347424157933232,1.0,0.2738664737253478,0.9318181818181818,0.9507575757575758,340075.57664027147,2.292189121246338,173.3,2026-08-21T09:37:46.785854+00:00,0.0741088495535009,0.09924033459495096,0.11574803774847704,0.14189323256997502,0.15576580955701716,0.117351,"[0.0741088495535009, 0.09924033459495096, 0.11574803774847704, 0.14189323256997502, 0.15576580955701716]",,,,,
|
| 77 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,76,1.380927518397902,0.9888475836431226,0.2861846856998675,0.9393939393939394,0.9507575757575758,341464.7518382353,2.3012702465057373,175.6,2026-08-21T09:37:49.111959+00:00,0.07428807677591548,0.10041435720289454,0.11534762470161214,0.14209375661962173,0.15144613998777726,0.116718,"[0.07428807677591548, 0.10041435720289454, 0.11534762470161214, 0.14209375661962173, 0.15144613998777726]",1,129.1,0.08253,95.0,5406.0
|
| 78 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,77,1.319737608991148,0.9962825278810409,0.2792243307287043,0.9507575757575758,0.9507575757575758,340749.3741515837,2.299739122390747,177.9,2026-08-21T09:37:51.440286+00:00,0.07449676666189642,0.09951239429852542,0.11508857984753217,0.14151906002970302,0.15215185898191788,0.116554,"[0.07449676666189642, 0.09951239429852542, 0.11508857984753217, 0.14151906002970302, 0.15215185898191788]",,,,,
|
| 79 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,78,1.333028230525304,0.9981412639405205,0.2575468926718741,0.946969696969697,0.9507575757575758,341674.58017533936,2.301924228668213,180.2,2026-08-21T09:37:53.767656+00:00,0.07463980904396843,0.10025465181645225,0.11495679660755045,0.1409452233244391,0.15099952676716974,0.116359,"[0.07463980904396843, 0.10025465181645225, 0.11495679660755045, 0.1409452233244391, 0.15099952676716974]",1,147.07,0.09404,95.5,5406.0
|
| 80 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,79,1.3383832536222324,0.9981412639405205,0.27151376279917633,0.946969696969697,0.9507575757575758,343082.1186368778,2.308551788330078,182.5,2026-08-21T09:37:56.101863+00:00,0.07515563377562691,0.10042927764794406,0.11541572432307635,0.14020843014997594,0.1508103460073471,0.116404,"[0.07515563377562691, 0.10042927764794406, 0.11541572432307635, 0.14020843014997594, 0.1508103460073471]",,,,,
|
| 81 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,80,1.3232096017071748,0.9981412639405205,0.2729014952977498,0.9431818181818182,0.9507575757575758,343479.17604638013,2.3061792850494385,184.8,2026-08-21T09:37:58.434428+00:00,0.07539289488511927,0.10048366995418773,0.11506665673326044,0.14049086675924413,0.1494293046348235,0.116173,"[0.07539289488511927, 0.10048366995418773, 0.11506665673326044, 0.14049086675924413, 0.1494293046348235]",1,129.4,0.08289,97.0,5406.0
|
| 82 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,81,1.3247718731266858,1.0,0.2988442299943982,0.9318181818181818,0.9507575757575758,339910.92887443444,2.308577537536621,187.2,2026-08-21T09:38:00.768886+00:00,0.07447918855092105,0.09938053348485161,0.11404179255752002,0.1405021977775237,0.15442137946100795,0.116565,"[0.07447918855092105, 0.09938053348485161, 0.11404179255752002, 0.1405021977775237, 0.15442137946100795]",,,,,
|
| 83 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,82,1.3190021147072093,1.0,0.28316153992306103,0.9356060606060606,0.9507575757575758,343762.8543552036,2.304398775100708,189.5,2026-08-21T09:38:03.098004+00:00,0.07511735269251991,0.10101023009594749,0.11563637984149597,0.14038817847476287,0.15242796698037317,0.116916,"[0.07511735269251991, 0.10101023009594749, 0.11563637984149597, 0.14038817847476287, 0.15242796698037317]",1,121.74,0.07793,95.0,5406.0
|
| 84 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,83,1.324736083750388,0.9981412639405205,0.28038181003296014,0.9356060606060606,0.9507575757575758,341750.2162047511,2.3215839862823486,191.8,2026-08-21T09:38:05.444724+00:00,0.07479477673768997,0.09987220211940653,0.11536792008315816,0.14043158555732055,0.15142591034664826,0.116378,"[0.07479477673768997, 0.09987220211940653, 0.11536792008315816, 0.14043158555732055, 0.15142591034664826]",,,,,
|
| 85 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,84,1.3208084341318633,1.0,0.2841866264740626,0.9356060606060606,0.9507575757575758,342365.00933257915,2.316333293914795,194.1,2026-08-21T09:38:07.787775+00:00,0.07535101385677562,0.09973843264229157,0.11457825013819863,0.14050871572073767,0.15047239117762623,0.11613,"[0.07535101385677562, 0.09973843264229157, 0.11457825013819863, 0.14050871572073767, 0.15047239117762623]",1,117.68,0.07572,97.0,5406.0
|
| 86 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,85,1.309352650518311,0.9981412639405205,0.26349305203466705,0.9431818181818182,0.9507575757575758,341260.44739819004,2.3107705116271973,196.4,2026-08-21T09:38:10.124599+00:00,0.07489805011188283,0.09943648559205673,0.1149252696948893,0.1403829087229336,0.14994528977309957,0.115918,"[0.07489805011188283, 0.09943648559205673, 0.1149252696948893, 0.1403829087229336, 0.14994528977309957]",,,,,
|
| 87 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,86,1.3475858961339333,0.9962825278810409,0.2538995300278519,0.9507575757575758,0.9507575757575758,341726.92251131224,2.3104794025421143,198.7,2026-08-21T09:38:12.460955+00:00,0.07468357769881978,0.10030577156473608,0.11486498617074069,0.14053407662055073,0.15207900019253,0.116493,"[0.07468357769881978, 0.10030577156473608, 0.11486498617074069, 0.14053407662055073, 0.15207900019253]",1,129.79,0.0833,91.0,5406.0
|
| 88 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,87,1.3044119678908563,0.9944237918215614,0.2805313531196479,0.9431818181818182,0.9507575757575758,345570.82451923075,2.330470561981201,201.0,2026-08-21T09:38:14.816756+00:00,0.07601350589710124,0.1009428899954347,0.11534833995734944,0.14134039948968327,0.15557051844456615,0.117843,"[0.07601350589710124, 0.1009428899954347, 0.11534833995734944, 0.14134039948968327, 0.15557051844456615]",,,,,
|
| 89 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,88,1.307021058625005,1.0,0.27384727290182403,0.946969696969697,0.9507575757575758,344280.625989819,2.32499361038208,203.4,2026-08-21T09:38:17.168257+00:00,0.0759544262991232,0.10040017173570745,0.11445664526785121,0.14050504302277284,0.15307249567087958,0.116878,"[0.0759544262991232, 0.10040017173570745, 0.11445664526785121, 0.14050504302277284, 0.15307249567087958]",1,120.47,0.0778,95.0,5406.0
|
| 90 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,89,1.327914826045692,0.9962825278810409,0.2755275151946328,0.946969696969697,0.9507575757575758,342688.24208144797,2.32401967048645,205.7,2026-08-21T09:38:19.516825+00:00,0.07542029023170471,0.10003537816159866,0.11449742229545817,0.13996892378610723,0.14765391630284927,0.115515,"[0.07542029023170471, 0.10003537816159866, 0.11449742229545817, 0.13996892378610723, 0.14765391630284927]",,,,,
|
| 91 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,90,1.3043078968516069,0.9981412639405205,0.2670985988595269,0.9393939393939394,0.9507575757575758,342278.1949943439,2.3309576511383057,208.0,2026-08-21T09:38:21.873803+00:00,0.07538446301923078,0.09955739536706139,0.11456084119922974,0.1406662955003626,0.15321640144376195,0.116677,"[0.07538446301923078, 0.09955739536706139, 0.11456084119922974, 0.1406662955003626, 0.15321640144376195]",,,,,
|
| 92 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,91,1.3389319956967378,0.9962825278810409,0.2687054249373349,0.9431818181818182,0.9507575757575758,340134.5031108597,2.323263168334961,210.4,2026-08-21T09:38:24.222722+00:00,0.07475927603595398,0.09920078735141193,0.11382242642781314,0.14023488497032838,0.15126087648027084,0.115856,"[0.07475927603595398, 0.09920078735141193, 0.11382242642781314, 0.14023488497032838, 0.15126087648027084]",1,120.36,0.07767,95.0,5406.0
|
| 93 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,92,1.32832693876387,1.0,0.2672660852020437,0.9356060606060606,0.9507575757575758,342071.4035633484,2.3211889266967773,212.7,2026-08-21T09:38:26.568989+00:00,0.0749319051118458,0.10031176226980545,0.11436915134682375,0.14113657351802378,0.1520231602823033,0.116555,"[0.0749319051118458, 0.10031176226980545, 0.11436915134682375, 0.14113657351802378, 0.1520231602823033]",,,,,
|
| 94 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,93,1.349359100192896,0.9962825278810409,0.27085143056782807,0.946969696969697,0.9507575757575758,342211.70842760184,2.3234455585479736,215.0,2026-08-21T09:38:28.918196+00:00,0.07519611540962667,0.09987801839323605,0.1145164331092554,0.14087781222427592,0.15162254782284007,0.116418,"[0.07519611540962667, 0.09987801839323605, 0.1145164331092554, 0.14087781222427592, 0.15162254782284007]",1,122.88,0.07931,95.0,5406.0
|
| 95 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,94,1.3114354956105738,1.0,0.2781314028031898,0.9507575757575758,0.9507575757575758,339933.5687217195,2.3177623748779297,217.3,2026-08-21T09:38:31.262327+00:00,0.07504088037154254,0.09841652740450467,0.11383693577612147,0.1403460169539732,0.1525080756229513,0.11603,"[0.07504088037154254, 0.09841652740450467, 0.11383693577612147, 0.1403460169539732, 0.1525080756229513]",,,,,
|
| 96 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,95,1.306999786635757,0.9962825278810409,0.27673446545095154,0.946969696969697,0.9507575757575758,341230.83102375566,2.312695264816284,219.6,2026-08-21T09:38:33.601273+00:00,0.07491292892133489,0.09974198306308073,0.11418828192879171,0.14038409205044017,0.15057426603401408,0.11596,"[0.07491292892133489, 0.09974198306308073, 0.11418828192879171, 0.14038409205044017, 0.15057426603401408]",1,125.94,0.08091,95.0,5406.0
|
| 97 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,96,1.32725310414254,0.9962825278810409,0.25655684687874536,0.946969696969697,0.9507575757575758,343945.4957579185,2.3099467754364014,221.9,2026-08-21T09:38:35.937492+00:00,0.07544826760011561,0.10081537900602117,0.11493661298471339,0.14085370915777543,0.15225162839188294,0.116861,"[0.07544826760011561, 0.10081537900602117, 0.11493661298471339, 0.14085370915777543, 0.15225162839188294]",,,,,
|
| 98 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,97,1.310053796130042,0.9962825278810409,0.27426339731071936,0.9431818181818182,0.9507575757575758,341554.96083144797,2.3162553310394287,224.3,2026-08-21T09:38:38.278355+00:00,0.0752816997906741,0.09945836487938375,0.11394321830833659,0.14008292380501242,0.15265334529035232,0.116284,"[0.0752816997906741, 0.09945836487938375, 0.11394321830833659, 0.14008292380501242, 0.15265334529035232]",1,114.93,0.07395,98.0,5406.0
|
| 99 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,98,1.3172330173861138,0.9981412639405205,0.2596304886268847,0.9431818181818182,0.9507575757575758,343248.7437782805,2.3005433082580566,226.6,2026-08-21T09:38:40.603611+00:00,0.07518879937774994,0.10079852447790258,0.11472266737152548,0.1406370024470722,0.15301391131737652,0.116872,"[0.07518879937774994, 0.10079852447790258, 0.11472266737152548, 0.1406370024470722, 0.15301391131737652]",,,,,
|
| 100 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,99,1.3046362382328642,0.9981412639405205,0.2596021938053044,0.946969696969697,0.9507575757575758,342293.4056843891,2.307560920715332,228.9,2026-08-21T09:38:42.936215+00:00,0.07528811780845418,0.0998916696099674,0.11442539008224711,0.14030387296396143,0.15124537664301255,0.116231,"[0.07528811780845418, 0.0998916696099674, 0.11442539008224711, 0.14030387296396143, 0.15124537664301255]",,,,,
|
| 101 |
+
opt2_conf0.30_binomial,opt2_seenn_early_exit.py,da54b7848eb494df,4,1,--seenn-conf 0.30 --seenn-metric binomial,,2,False,32,16,100,100,1.3111283136566332,1.0,0.2566452875281825,0.9431818181818182,0.9507575757575758,343107.95192307694,2.3092362880706787,231.2,2026-08-21T09:38:45.271365+00:00,0.07549454797716702,0.10027703599018209,0.1145109779694501,0.13984467878061183,0.15033715086824753,0.116093,"[0.07549454797716702, 0.10027703599018209, 0.1145109779694501, 0.13984467878061183, 0.15033715086824753]",1,127.2,0.08159,89.5,5406.0
|
opt2_seenn_early_exit/opt2_conf0.30_binomial.epochs.jsonl
ADDED
|
@@ -0,0 +1,100 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"epoch": 1, "train_loss": 5.694082921322393, "train_acc": 0.4200743494423792, "test_loss": 3.3652350252324883, "test_acc": 0.22348484848484848, "best_acc": 0.22348484848484848, "spike_rates": [0.0990906528690282, 0.13003946928416982, 0.1529968749074375, 0.17772890539730296, 0.19931139051914215], "spikes_per_sample": 449343.14592760184, "wall_time_s": 2.755420446395874, "timestamp": "2026-08-21T09:34:54.138600+00:00"}
|
| 2 |
+
{"epoch": 2, "train_loss": 3.9912819720555417, "train_acc": 0.4851301115241636, "test_loss": 1.8336427067265366, "test_acc": 0.38636363636363635, "best_acc": 0.38636363636363635, "spike_rates": [0.09717477507451001, 0.1386251326869516, 0.15571338201270385, 0.17910733380738428, 0.2073566562989179], "spikes_per_sample": 456003.6831165158, "wall_time_s": 2.2298762798309326, "timestamp": "2026-08-21T09:34:56.399686+00:00"}
|
| 3 |
+
{"epoch": 3, "train_loss": 3.899107255013902, "train_acc": 0.4312267657992565, "test_loss": 1.407094124591712, "test_acc": 0.4356060606060606, "best_acc": 0.4356060606060606, "spike_rates": [0.09378398779560537, 0.13130719740601146, 0.1545431491206674, 0.18141745293841643, 0.2108067133847405], "spikes_per_sample": 440939.07480203616, "wall_time_s": 2.236030340194702, "timestamp": "2026-08-21T09:34:58.669661+00:00"}
|
| 4 |
+
{"epoch": 4, "train_loss": 3.568448297153175, "train_acc": 0.5111524163568774, "test_loss": 1.3935888788916848, "test_acc": 0.45454545454545453, "best_acc": 0.45454545454545453, "spike_rates": [0.09865151345729828, 0.1290732543258106, 0.15289204523843877, 0.18454219225574942, 0.21559790390379288], "spikes_per_sample": 448387.5653280543, "wall_time_s": 2.2369773387908936, "timestamp": "2026-08-21T09:35:00.937250+00:00"}
|
| 5 |
+
{"epoch": 5, "train_loss": 3.5566214593369723, "train_acc": 0.5223048327137546, "test_loss": 1.3588283676089663, "test_acc": 0.5151515151515151, "best_acc": 0.5151515151515151, "spike_rates": [0.09512415002374087, 0.1355377558399649, 0.15877780142952413, 0.18770607517046087, 0.20884399116039276], "spikes_per_sample": 451216.8106617647, "wall_time_s": 2.2386770248413086, "timestamp": "2026-08-21T09:35:03.208226+00:00"}
|
| 6 |
+
{"epoch": 6, "train_loss": 3.382569105651742, "train_acc": 0.5855018587360595, "test_loss": 1.219913074464509, "test_acc": 0.6287878787878788, "best_acc": 0.6287878787878788, "spike_rates": [0.09274235849871355, 0.13750500889385447, 0.1561243209768744, 0.1833662986755371, 0.2018793374300003], "spikes_per_sample": 446262.7900169683, "wall_time_s": 2.245922088623047, "timestamp": "2026-08-21T09:35:05.485448+00:00"}
|
| 7 |
+
{"epoch": 7, "train_loss": 3.254790437265843, "train_acc": 0.5799256505576208, "test_loss": 1.089335586085464, "test_acc": 0.5454545454545454, "best_acc": 0.6287878787878788, "spike_rates": [0.08737796720336466, 0.13337724787347457, 0.15452653432593627, 0.1812170016414979, 0.18589238997767954], "spikes_per_sample": 429432.8738687783, "wall_time_s": 2.247232675552368, "timestamp": "2026-08-21T09:35:07.764524+00:00"}
|
| 8 |
+
{"epoch": 8, "train_loss": 3.000181031493006, "train_acc": 0.6226765799256505, "test_loss": 0.8563766678174337, "test_acc": 0.6477272727272727, "best_acc": 0.6477272727272727, "spike_rates": [0.0804141755489742, 0.13014698554487789, 0.15861462670214035, 0.18478884416468003, 0.1854505758075153], "spikes_per_sample": 414048.9005938914, "wall_time_s": 2.2552742958068848, "timestamp": "2026-08-21T09:35:10.045929+00:00"}
|
| 9 |
+
{"epoch": 9, "train_loss": 2.9098952357210632, "train_acc": 0.6635687732342007, "test_loss": 1.0062685482429736, "test_acc": 0.6439393939393939, "best_acc": 0.6477272727272727, "spike_rates": [0.07909306489369448, 0.12828615263980978, 0.15966232471606312, 0.1847521689008264, 0.18936248737223008], "spikes_per_sample": 409905.217760181, "wall_time_s": 2.2680411338806152, "timestamp": "2026-08-21T09:35:12.344731+00:00"}
|
| 10 |
+
{"epoch": 10, "train_loss": 2.7947787192674376, "train_acc": 0.6951672862453532, "test_loss": 0.7087493412422411, "test_acc": 0.6704545454545454, "best_acc": 0.6704545454545454, "spike_rates": [0.0781192941700711, 0.12133990754099454, 0.15356331362443812, 0.17999523615135865, 0.18478840677177205], "spikes_per_sample": 396720.2211538462, "wall_time_s": 2.2666566371917725, "timestamp": "2026-08-21T09:35:14.637592+00:00"}
|
| 11 |
+
{"epoch": 11, "train_loss": 2.7814016005363604, "train_acc": 0.6858736059479554, "test_loss": 0.8258037332332495, "test_acc": 0.6628787878787878, "best_acc": 0.6704545454545454, "spike_rates": [0.0764811503536561, 0.11421391674700905, 0.14695218030144186, 0.17550486150909872, 0.17969887572176316], "spikes_per_sample": 381713.76102941175, "wall_time_s": 2.2685534954071045, "timestamp": "2026-08-21T09:35:16.939936+00:00"}
|
| 12 |
+
{"epoch": 12, "train_loss": 2.7135902727403605, "train_acc": 0.7118959107806692, "test_loss": 0.7609189008221482, "test_acc": 0.7007575757575758, "best_acc": 0.7007575757575758, "spike_rates": [0.07531023682916865, 0.11133954849313288, 0.1458852939745959, 0.1761115114478504, 0.1784189843079623], "spikes_per_sample": 375755.5345022625, "wall_time_s": 2.2781519889831543, "timestamp": "2026-08-21T09:35:19.243475+00:00"}
|
| 13 |
+
{"epoch": 13, "train_loss": 2.5770469819746054, "train_acc": 0.7156133828996283, "test_loss": 0.6862058711774421, "test_acc": 0.7196969696969697, "best_acc": 0.7196969696969697, "spike_rates": [0.07539175144013237, 0.11076954620725968, 0.14070923626422882, 0.1749836530755548, 0.17664984482176163], "spikes_per_sample": 372453.76414027147, "wall_time_s": 2.289933919906616, "timestamp": "2026-08-21T09:35:21.564733+00:00"}
|
| 14 |
+
{"epoch": 14, "train_loss": 2.5216397955515126, "train_acc": 0.7193308550185874, "test_loss": 0.7470654465935447, "test_acc": 0.7045454545454546, "best_acc": 0.7196969696969697, "spike_rates": [0.0747972507687176, 0.11198071916313733, 0.14278953829232385, 0.17433498098569758, 0.175486362155746], "spikes_per_sample": 373470.1604920815, "wall_time_s": 2.2936904430389404, "timestamp": "2026-08-21T09:35:23.889563+00:00"}
|
| 15 |
+
{"epoch": 15, "train_loss": 2.4901402218191153, "train_acc": 0.7509293680297398, "test_loss": 0.6075986587640011, "test_acc": 0.7537878787878788, "best_acc": 0.7537878787878788, "spike_rates": [0.07573669359964483, 0.10763799223829718, 0.14415705554625569, 0.17839023032609155, 0.18176447380991542], "spikes_per_sample": 372187.30330882355, "wall_time_s": 2.3160288333892822, "timestamp": "2026-08-21T09:35:26.231714+00:00"}
|
| 16 |
+
{"epoch": 16, "train_loss": 2.4683274726442246, "train_acc": 0.7360594795539034, "test_loss": 0.6985620775006034, "test_acc": 0.7575757575757576, "best_acc": 0.7575757575757576, "spike_rates": [0.07306189659763784, 0.10860876519890393, 0.1383560185923296, 0.1722864263197955, 0.17742833670447855], "spikes_per_sample": 363720.2849264706, "wall_time_s": 2.3172502517700195, "timestamp": "2026-08-21T09:35:28.580187+00:00"}
|
| 17 |
+
{"epoch": 17, "train_loss": 2.3144581415396197, "train_acc": 0.775092936802974, "test_loss": 1.5174277804114602, "test_acc": 0.6022727272727273, "best_acc": 0.7575757575757576, "spike_rates": [0.07319539610077352, 0.1074744182474473, 0.1404566905077766, 0.17288763119893916, 0.1699342000133851], "spikes_per_sample": 363927.98515271494, "wall_time_s": 2.324265480041504, "timestamp": "2026-08-21T09:35:30.935301+00:00"}
|
| 18 |
+
{"epoch": 18, "train_loss": 2.4525401441581187, "train_acc": 0.7620817843866171, "test_loss": 0.7490757595409047, "test_acc": 0.7537878787878788, "best_acc": 0.7575757575757576, "spike_rates": [0.07162202982341542, 0.10380098881090388, 0.13807044046766617, 0.17267881947405198, 0.17296947363544912], "spikes_per_sample": 355523.9029977375, "wall_time_s": 2.337080955505371, "timestamp": "2026-08-21T09:35:33.297848+00:00"}
|
| 19 |
+
{"epoch": 19, "train_loss": 2.368864643529445, "train_acc": 0.7657992565055762, "test_loss": 0.5790015170068452, "test_acc": 0.7613636363636364, "best_acc": 0.7613636363636364, "spike_rates": [0.07477946973898832, 0.10345372820601743, 0.13830381719505086, 0.17373842351576863, 0.17069227116949418], "spikes_per_sample": 362024.3091063348, "wall_time_s": 2.3553221225738525, "timestamp": "2026-08-21T09:35:35.681198+00:00"}
|
| 20 |
+
{"epoch": 20, "train_loss": 2.2183531801939895, "train_acc": 0.8048327137546468, "test_loss": 0.7617955262010748, "test_acc": 0.696969696969697, "best_acc": 0.7613636363636364, "spike_rates": [0.07330023190554451, 0.10398728531949661, 0.14063165994251475, 0.17477905662620769, 0.17001506773864522], "spikes_per_sample": 360831.7737556561, "wall_time_s": 2.3543031215667725, "timestamp": "2026-08-21T09:35:38.075044+00:00"}
|
| 21 |
+
{"epoch": 21, "train_loss": 2.211913826740364, "train_acc": 0.8197026022304833, "test_loss": 0.6966467734539148, "test_acc": 0.7575757575757576, "best_acc": 0.7613636363636364, "spike_rates": [0.07281165789155399, 0.1057699401589001, 0.13753226048806133, 0.17206296675345478, 0.17383055914850795], "spikes_per_sample": 359727.29440045246, "wall_time_s": 2.3500113487243652, "timestamp": "2026-08-21T09:35:40.450958+00:00"}
|
| 22 |
+
{"epoch": 22, "train_loss": 2.092986840740899, "train_acc": 0.8475836431226765, "test_loss": 0.4787806073824565, "test_acc": 0.8143939393939394, "best_acc": 0.8143939393939394, "spike_rates": [0.0731318018892232, 0.10381790469674503, 0.13648960695547216, 0.17139594607493458, 0.1782210854923024], "spikes_per_sample": 357753.9297228507, "wall_time_s": 2.350825548171997, "timestamp": "2026-08-21T09:35:42.826593+00:00"}
|
| 23 |
+
{"epoch": 23, "train_loss": 2.0641471293779112, "train_acc": 0.8587360594795539, "test_loss": 0.5960246848337578, "test_acc": 0.7916666666666666, "best_acc": 0.8143939393939394, "spike_rates": [0.07290271099875956, 0.09860362112522125, 0.1352082149070852, 0.17009742558002472, 0.17155896740801194], "spikes_per_sample": 350907.45263009047, "wall_time_s": 2.3639674186706543, "timestamp": "2026-08-21T09:35:45.222381+00:00"}
|
| 24 |
+
{"epoch": 24, "train_loss": 1.9969159058921842, "train_acc": 0.8884758364312267, "test_loss": 0.4537070303252249, "test_acc": 0.821969696969697, "best_acc": 0.821969696969697, "spike_rates": [0.07190290794653051, 0.09880134463310242, 0.1385616642587325, 0.1659348694717183, 0.1728307289235732], "spikes_per_sample": 350241.54213800904, "wall_time_s": 2.3690311908721924, "timestamp": "2026-08-21T09:35:47.617593+00:00"}
|
| 25 |
+
{"epoch": 25, "train_loss": 1.9983144480056478, "train_acc": 0.8736059479553904, "test_loss": 0.5019800021792903, "test_acc": 0.8409090909090909, "best_acc": 0.8409090909090909, "spike_rates": [0.07379529099254047, 0.10079006719238617, 0.13832825597594767, 0.16583283683832953, 0.16701290099059835], "spikes_per_sample": 356110.9407522625, "wall_time_s": 2.3570196628570557, "timestamp": "2026-08-21T09:35:50.006004+00:00"}
|
| 26 |
+
{"epoch": 26, "train_loss": 1.9632162258970693, "train_acc": 0.8717472118959108, "test_loss": 0.4701948707753962, "test_acc": 0.8409090909090909, "best_acc": 0.8409090909090909, "spike_rates": [0.07051554716685239, 0.10105887931935928, 0.13156845990349264, 0.16748208508772008, 0.17359772412215962], "spikes_per_sample": 346243.3170248869, "wall_time_s": 2.3534328937530518, "timestamp": "2026-08-21T09:35:52.390741+00:00"}
|
| 27 |
+
{"epoch": 27, "train_loss": 1.9159327652374607, "train_acc": 0.8921933085501859, "test_loss": 0.505463031205264, "test_acc": 0.7992424242424242, "best_acc": 0.8409090909090909, "spike_rates": [0.0718089355265393, 0.1007948381935849, 0.13325784223921158, 0.16434650298427134, 0.16839687701533823], "spikes_per_sample": 349109.6856617647, "wall_time_s": 2.3479971885681152, "timestamp": "2026-08-21T09:35:54.764497+00:00"}
|
| 28 |
+
{"epoch": 28, "train_loss": 1.87404252339473, "train_acc": 0.9163568773234201, "test_loss": 0.37238856066357007, "test_acc": 0.8977272727272727, "best_acc": 0.8977272727272727, "spike_rates": [0.07167200218228732, 0.10101005960913266, 0.13027919828891754, 0.16005384133142583, 0.1685744935975355], "spikes_per_sample": 346924.19598416286, "wall_time_s": 2.3522772789001465, "timestamp": "2026-08-21T09:35:57.143532+00:00"}
|
| 29 |
+
{"epoch": 29, "train_loss": 1.864433563331689, "train_acc": 0.912639405204461, "test_loss": 0.4422283705436822, "test_acc": 0.875, "best_acc": 0.8977272727272727, "spike_rates": [0.07217679611023735, 0.09822006874224719, 0.12978211395880757, 0.15957353483228123, 0.1695551986203474], "spikes_per_sample": 344744.22794117645, "wall_time_s": 2.337268114089966, "timestamp": "2026-08-21T09:35:59.512233+00:00"}
|
| 30 |
+
{"epoch": 30, "train_loss": 1.7592644797825017, "train_acc": 0.9256505576208178, "test_loss": 0.7570459264697451, "test_acc": 0.7348484848484849, "best_acc": 0.8977272727272727, "spike_rates": [0.07407396637341555, 0.10127549092559253, 0.12887746533926794, 0.15861985175048604, 0.1673017310745576], "spikes_per_sample": 351307.95644796384, "wall_time_s": 2.3346354961395264, "timestamp": "2026-08-21T09:36:01.874243+00:00"}
|
| 31 |
+
{"epoch": 31, "train_loss": 1.851795427861267, "train_acc": 0.9182156133828996, "test_loss": 0.3405725820498033, "test_acc": 0.9090909090909091, "best_acc": 0.9090909090909091, "spike_rates": [0.07335675639264724, 0.10031586184221156, 0.12996045017943664, 0.15910927863682017, 0.16875525081858916], "spikes_per_sample": 349441.5646210407, "wall_time_s": 2.3138911724090576, "timestamp": "2026-08-21T09:36:04.212318+00:00"}
|
| 32 |
+
{"epoch": 32, "train_loss": 1.7695047035536358, "train_acc": 0.9386617100371747, "test_loss": 0.4110704082431215, "test_acc": 0.8636363636363636, "best_acc": 0.9090909090909091, "spike_rates": [0.07184401154518127, 0.1023372512529878, 0.12917198679026434, 0.15785828933996313, 0.16625035860959222], "spikes_per_sample": 347791.3413461538, "wall_time_s": 2.304953098297119, "timestamp": "2026-08-21T09:36:06.548576+00:00"}
|
| 33 |
+
{"epoch": 33, "train_loss": 1.800506180990141, "train_acc": 0.9330855018587361, "test_loss": 0.4138778700973048, "test_acc": 0.8901515151515151, "best_acc": 0.9090909090909091, "spike_rates": [0.0706276120070149, 0.09903990959419924, 0.12560263977331274, 0.15526224497486563, 0.16760357513147242], "spikes_per_sample": 339582.57763009047, "wall_time_s": 2.2989842891693115, "timestamp": "2026-08-21T09:36:08.872865+00:00"}
|
| 34 |
+
{"epoch": 34, "train_loss": 1.6955492558532488, "train_acc": 0.9535315985130112, "test_loss": 0.4211440646287167, "test_acc": 0.8560606060606061, "best_acc": 0.9090909090909091, "spike_rates": [0.06964617091066697, 0.10246804970152237, 0.12685195312780492, 0.15901166200637817, 0.1675175112836501], "spikes_per_sample": 342261.6252828054, "wall_time_s": 2.288378953933716, "timestamp": "2026-08-21T09:36:11.186613+00:00"}
|
| 35 |
+
{"epoch": 35, "train_loss": 1.725349411202186, "train_acc": 0.9330855018587361, "test_loss": 0.35841462377345923, "test_acc": 0.8901515151515151, "best_acc": 0.9090909090909091, "spike_rates": [0.07114697773666943, 0.1003344633123454, 0.12593778617241802, 0.1551997126901851, 0.16821294234079473], "spikes_per_sample": 342200.16954185517, "wall_time_s": 2.2828547954559326, "timestamp": "2026-08-21T09:36:13.495605+00:00"}
|
| 36 |
+
{"epoch": 36, "train_loss": 1.7272274857560055, "train_acc": 0.9386617100371747, "test_loss": 0.329539519367796, "test_acc": 0.8863636363636364, "best_acc": 0.9090909090909091, "spike_rates": [0.07203877585775711, 0.1003123675199116, 0.12655721780131846, 0.15191632070962122, 0.17070102341034832], "spikes_per_sample": 343961.0992647059, "wall_time_s": 2.2859504222869873, "timestamp": "2026-08-21T09:36:15.806835+00:00"}
|
| 37 |
+
{"epoch": 37, "train_loss": 1.6695596134795576, "train_acc": 0.9423791821561338, "test_loss": 0.3560541287967653, "test_acc": 0.9204545454545454, "best_acc": 0.9204545454545454, "spike_rates": [0.07217949804137735, 0.10043403155663434, 0.12503985885311575, 0.153095799333909, 0.16486862740095923], "spikes_per_sample": 343697.23501131224, "wall_time_s": 2.2835185527801514, "timestamp": "2026-08-21T09:36:18.116208+00:00"}
|
| 38 |
+
{"epoch": 38, "train_loss": 1.6591235669572113, "train_acc": 0.9646840148698885, "test_loss": 0.3730469129302285, "test_acc": 0.8901515151515151, "best_acc": 0.9204545454545454, "spike_rates": [0.07165506000027937, 0.1019700090674793, 0.12542466643978567, 0.15477911426740534, 0.16780949953724356], "spikes_per_sample": 344653.27333144797, "wall_time_s": 2.281208038330078, "timestamp": "2026-08-21T09:36:20.429466+00:00"}
|
| 39 |
+
{"epoch": 39, "train_loss": 1.5835720340558588, "train_acc": 0.9739776951672863, "test_loss": 0.3592013987627896, "test_acc": 0.9053030303030303, "best_acc": 0.9204545454545454, "spike_rates": [0.07273053114905077, 0.10412174857714597, 0.12565888464450836, 0.15540513659224792, 0.16779567388927236], "spikes_per_sample": 349368.67802601814, "wall_time_s": 2.281134843826294, "timestamp": "2026-08-21T09:36:22.736043+00:00"}
|
| 40 |
+
{"epoch": 40, "train_loss": 1.614288441753742, "train_acc": 0.966542750929368, "test_loss": 0.30583707627021905, "test_acc": 0.9242424242424242, "best_acc": 0.9242424242424242, "spike_rates": [0.07379587520571317, 0.10257960461518344, 0.12322280161521014, 0.15003663126160116, 0.1639674262088888], "spikes_per_sample": 347975.39295814483, "wall_time_s": 2.2772395610809326, "timestamp": "2026-08-21T09:36:25.039396+00:00"}
|
| 41 |
+
{"epoch": 41, "train_loss": 1.6197337687680269, "train_acc": 0.9646840148698885, "test_loss": 0.4938446382681529, "test_acc": 0.875, "best_acc": 0.9242424242424242, "spike_rates": [0.07253068904666339, 0.1023268353413133, 0.12405894609058604, 0.1514876590055578, 0.162555712110856], "spikes_per_sample": 345673.287188914, "wall_time_s": 2.275545358657837, "timestamp": "2026-08-21T09:36:27.345744+00:00"}
|
| 42 |
+
{"epoch": 42, "train_loss": 1.602805082239626, "train_acc": 0.9628252788104089, "test_loss": 0.3001906083840312, "test_acc": 0.8939393939393939, "best_acc": 0.9242424242424242, "spike_rates": [0.0733730170656653, 0.10102431125500623, 0.12245076631798464, 0.15141651910894058, 0.16733948097509496], "spikes_per_sample": 345260.755938914, "wall_time_s": 2.288785457611084, "timestamp": "2026-08-21T09:36:29.659634+00:00"}
|
| 43 |
+
{"epoch": 43, "train_loss": 1.5249732630846669, "train_acc": 0.9739776951672863, "test_loss": 0.3196058959671945, "test_acc": 0.9015151515151515, "best_acc": 0.9242424242424242, "spike_rates": [0.07357315280858208, 0.10183182577876483, 0.12202608059434329, 0.1501021683216095, 0.16661163288004258], "spikes_per_sample": 346126.51555429865, "wall_time_s": 2.2848808765411377, "timestamp": "2026-08-21T09:36:31.971833+00:00"}
|
| 44 |
+
{"epoch": 44, "train_loss": 1.5269118551871148, "train_acc": 0.9776951672862454, "test_loss": 0.3832080815777634, "test_acc": 0.9053030303030303, "best_acc": 0.9242424242424242, "spike_rates": [0.0731632336974144, 0.10255128802622065, 0.12118470975581337, 0.15061427389874177, 0.16291422440725215], "spikes_per_sample": 345617.7833710407, "wall_time_s": 2.2772653102874756, "timestamp": "2026-08-21T09:36:34.274641+00:00"}
|
| 45 |
+
{"epoch": 45, "train_loss": 1.5204896452701668, "train_acc": 0.9869888475836431, "test_loss": 0.29074052653529425, "test_acc": 0.9204545454545454, "best_acc": 0.9242424242424242, "spike_rates": [0.07323826323537265, 0.10165488369324628, 0.11975714213707868, 0.15143699944019318, 0.1619077833259807], "spikes_per_sample": 344184.5329468326, "wall_time_s": 2.284999370574951, "timestamp": "2026-08-21T09:36:36.584968+00:00"}
|
| 46 |
+
{"epoch": 46, "train_loss": 1.5138890450771856, "train_acc": 0.9721189591078067, "test_loss": 0.3115163960240104, "test_acc": 0.9204545454545454, "best_acc": 0.9242424242424242, "spike_rates": [0.07350905151928172, 0.10139364135615966, 0.11959732718327466, 0.14947061153019175, 0.16431824074071996], "spikes_per_sample": 344157.6852375566, "wall_time_s": 2.2861642837524414, "timestamp": "2026-08-21T09:36:38.896670+00:00"}
|
| 47 |
+
{"epoch": 47, "train_loss": 1.5005031908311808, "train_acc": 0.9684014869888475, "test_loss": 0.302248861302029, "test_acc": 0.9242424242424242, "best_acc": 0.9242424242424242, "spike_rates": [0.0738791253636865, 0.10169218086144503, 0.12139428450780756, 0.14741854019024792, 0.1650799539159326], "spikes_per_sample": 345926.0069287331, "wall_time_s": 2.280270576477051, "timestamp": "2026-08-21T09:36:41.201933+00:00"}
|
| 48 |
+
{"epoch": 48, "train_loss": 1.5108609452123536, "train_acc": 0.9814126394052045, "test_loss": 0.302728483171174, "test_acc": 0.928030303030303, "best_acc": 0.928030303030303, "spike_rates": [0.07380996074746637, 0.10128927844412186, 0.12068953145952786, 0.14645783866153045, 0.16457094252109528], "spikes_per_sample": 344860.2447680995, "wall_time_s": 2.289621353149414, "timestamp": "2026-08-21T09:36:43.516988+00:00"}
|
| 49 |
+
{"epoch": 49, "train_loss": 1.5063356085780828, "train_acc": 0.9758364312267658, "test_loss": 0.30889113744099933, "test_acc": 0.9204545454545454, "best_acc": 0.928030303030303, "spike_rates": [0.07388000497046639, 0.10027265811667722, 0.12065793442375519, 0.14606690669760986, 0.16278423193623037], "spikes_per_sample": 343857.79312782804, "wall_time_s": 2.3001222610473633, "timestamp": "2026-08-21T09:36:45.852113+00:00"}
|
| 50 |
+
{"epoch": 50, "train_loss": 1.5126524964229768, "train_acc": 0.9758364312267658, "test_loss": 0.3520562793269302, "test_acc": 0.9393939393939394, "best_acc": 0.9393939393939394, "spike_rates": [0.07402533161289551, 0.10046420553151299, 0.11947681711000555, 0.14384762942790985, 0.16251972317695618], "spikes_per_sample": 343450.9324095022, "wall_time_s": 2.304344892501831, "timestamp": "2026-08-21T09:36:48.182986+00:00"}
|
| 51 |
+
{"epoch": 51, "train_loss": 1.4698959429467922, "train_acc": 0.9851301115241635, "test_loss": 0.27405359076731134, "test_acc": 0.9242424242424242, "best_acc": 0.9393939393939394, "spike_rates": [0.07518493296468959, 0.10255334876915988, 0.12109294358421774, 0.1463416017153684, 0.15824872868902543], "spikes_per_sample": 349212.01725113124, "wall_time_s": 2.3118317127227783, "timestamp": "2026-08-21T09:36:50.530200+00:00"}
|
| 52 |
+
{"epoch": 52, "train_loss": 1.47105630224079, "train_acc": 0.9814126394052045, "test_loss": 0.3121976364742626, "test_acc": 0.9090909090909091, "best_acc": 0.9393939393939394, "spike_rates": [0.07510989948230631, 0.10113950818777084, 0.11849596745827619, 0.14617441857562347, 0.16018828662002788], "spikes_per_sample": 346205.19640837103, "wall_time_s": 2.3147008419036865, "timestamp": "2026-08-21T09:36:52.869652+00:00"}
|
| 53 |
+
{"epoch": 53, "train_loss": 1.486105021934084, "train_acc": 0.9814126394052045, "test_loss": 0.2869640498450308, "test_acc": 0.9393939393939394, "best_acc": 0.9393939393939394, "spike_rates": [0.07446119013954611, 0.09989342707044938, 0.1168163620373782, 0.14488527266418233, 0.1594594383940977], "spikes_per_sample": 342481.536199095, "wall_time_s": 2.330188035964966, "timestamp": "2026-08-21T09:36:55.225447+00:00"}
|
| 54 |
+
{"epoch": 54, "train_loss": 1.4657447267199095, "train_acc": 0.9888475836431226, "test_loss": 0.29172761602835223, "test_acc": 0.9128787878787878, "best_acc": 0.9393939393939394, "spike_rates": [0.07285406834938947, 0.09984034256023519, 0.11846991716062322, 0.1442274065578685, 0.15770127668100245], "spikes_per_sample": 339823.32338800904, "wall_time_s": 2.3264689445495605, "timestamp": "2026-08-21T09:36:57.576342+00:00"}
|
| 55 |
+
{"epoch": 55, "train_loss": 1.4460144876104306, "train_acc": 0.9888475836431226, "test_loss": 0.302032111269055, "test_acc": 0.9431818181818182, "best_acc": 0.9431818181818182, "spike_rates": [0.07497869169010836, 0.10109363540130503, 0.11805674477535136, 0.14483365591834574, 0.15671965655158548], "spikes_per_sample": 345447.29963235295, "wall_time_s": 2.3355114459991455, "timestamp": "2026-08-21T09:36:59.937987+00:00"}
|
| 56 |
+
{"epoch": 56, "train_loss": 1.4240380157768504, "train_acc": 0.9944237918215614, "test_loss": 0.3096096867864782, "test_acc": 0.928030303030303, "best_acc": 0.9431818181818182, "spike_rates": [0.07357688029022778, 0.09946250521084841, 0.11845122540698332, 0.14425720625063954, 0.1572530927026973], "spikes_per_sample": 340932.5599547511, "wall_time_s": 2.34065580368042, "timestamp": "2026-08-21T09:37:02.309936+00:00"}
|
| 57 |
+
{"epoch": 57, "train_loss": 1.4048742858007495, "train_acc": 0.9925650557620818, "test_loss": 0.2856253728722081, "test_acc": 0.9356060606060606, "best_acc": 0.9431818181818182, "spike_rates": [0.07458654703462825, 0.10140577922849094, 0.11796719449407914, 0.14333969705245075, 0.15824765931157506], "spikes_per_sample": 344721.05429864256, "wall_time_s": 2.3444881439208984, "timestamp": "2026-08-21T09:37:04.679917+00:00"}
|
| 58 |
+
{"epoch": 58, "train_loss": 1.4592505143920729, "train_acc": 0.9851301115241635, "test_loss": 0.388671032407067, "test_acc": 0.9128787878787878, "best_acc": 0.9431818181818182, "spike_rates": [0.07465522298041512, 0.10029100626707077, 0.11598207275657092, 0.14350191109320698, 0.15633825607159557], "spikes_per_sample": 342661.57819570135, "wall_time_s": 2.3419089317321777, "timestamp": "2026-08-21T09:37:07.046529+00:00"}
|
| 59 |
+
{"epoch": 59, "train_loss": 1.4510858697075826, "train_acc": 0.9851301115241635, "test_loss": 0.32670017625346326, "test_acc": 0.9090909090909091, "best_acc": 0.9431818181818182, "spike_rates": [0.07531466378885157, 0.10100933471146752, 0.11579315758803312, 0.14377485916895025, 0.15818795298828797], "spikes_per_sample": 344750.0591063348, "wall_time_s": 2.347714900970459, "timestamp": "2026-08-21T09:37:09.419172+00:00"}
|
| 60 |
+
{"epoch": 60, "train_loss": 1.426065561053478, "train_acc": 0.9851301115241635, "test_loss": 0.28242809212569037, "test_acc": 0.9356060606060606, "best_acc": 0.9431818181818182, "spike_rates": [0.07504844402565676, 0.10219688976512235, 0.11849783536265879, 0.14446596450665417, 0.15685655439601226], "spikes_per_sample": 346933.33243778284, "wall_time_s": 2.335476875305176, "timestamp": "2026-08-21T09:37:11.780057+00:00"}
|
| 61 |
+
{"epoch": 61, "train_loss": 1.4186297805779042, "train_acc": 0.9944237918215614, "test_loss": 0.30916904951586865, "test_acc": 0.9015151515151515, "best_acc": 0.9431818181818182, "spike_rates": [0.0742356027750408, 0.09973439924857196, 0.11693873300271876, 0.14201281351201675, 0.15509751263786764], "spikes_per_sample": 341494.8485576923, "wall_time_s": 2.331639528274536, "timestamp": "2026-08-21T09:37:14.138956+00:00"}
|
| 62 |
+
{"epoch": 62, "train_loss": 1.3886942757106624, "train_acc": 0.9888475836431226, "test_loss": 0.28231135913819977, "test_acc": 0.9356060606060606, "best_acc": 0.9431818181818182, "spike_rates": [0.07411738967194277, 0.09953622213181328, 0.11680677664630554, 0.14334100572501912, 0.15652084350585938], "spikes_per_sample": 341155.8419117647, "wall_time_s": 2.3308253288269043, "timestamp": "2026-08-21T09:37:16.497418+00:00"}
|
| 63 |
+
{"epoch": 63, "train_loss": 1.4012020582603255, "train_acc": 0.9869888475836431, "test_loss": 0.3682777565537077, "test_acc": 0.9015151515151515, "best_acc": 0.9431818181818182, "spike_rates": [0.07454004576977562, 0.09969103906084509, 0.11657850663451587, 0.14373717062613545, 0.15656879544258118], "spikes_per_sample": 342136.5062217195, "wall_time_s": 2.3164706230163574, "timestamp": "2026-08-21T09:37:18.843986+00:00"}
|
| 64 |
+
{"epoch": 64, "train_loss": 1.4225721687189266, "train_acc": 0.9888475836431226, "test_loss": 0.28477383427547687, "test_acc": 0.946969696969697, "best_acc": 0.946969696969697, "spike_rates": [0.07519034559235853, 0.10028107946409899, 0.11676337175509509, 0.14256130246555104, 0.1539625280043658], "spikes_per_sample": 344041.23628393665, "wall_time_s": 2.3181660175323486, "timestamp": "2026-08-21T09:37:21.187405+00:00"}
|
| 65 |
+
{"epoch": 65, "train_loss": 1.3898512776456358, "train_acc": 0.9981412639405205, "test_loss": 0.28799241961854877, "test_acc": 0.9356060606060606, "best_acc": 0.946969696969697, "spike_rates": [0.07499354025896858, 0.09995525286478155, 0.11677979064338348, 0.14218717725837932, 0.15356300332966974], "spikes_per_sample": 343241.94782239816, "wall_time_s": 2.3057358264923096, "timestamp": "2026-08-21T09:37:23.526928+00:00"}
|
| 66 |
+
{"epoch": 66, "train_loss": 1.4013057552748895, "train_acc": 0.9925650557620818, "test_loss": 0.2839171520688317, "test_acc": 0.928030303030303, "best_acc": 0.946969696969697, "spike_rates": [0.075246480457923, 0.10050804474774529, 0.11597063436227686, 0.141709846608779, 0.15187542315791636], "spikes_per_sample": 343851.157239819, "wall_time_s": 2.3091773986816406, "timestamp": "2026-08-21T09:37:25.861966+00:00"}
|
| 67 |
+
{"epoch": 67, "train_loss": 1.3570095845757808, "train_acc": 0.9962825278810409, "test_loss": 0.25781360720143176, "test_acc": 0.9431818181818182, "best_acc": 0.946969696969697, "spike_rates": [0.07439866311409894, 0.09999765455722809, 0.11601924326489954, 0.14216478344272165, 0.15684293561121998], "spikes_per_sample": 341663.69555995474, "wall_time_s": 2.3017942905426025, "timestamp": "2026-08-21T09:37:28.188988+00:00"}
|
| 68 |
+
{"epoch": 68, "train_loss": 1.3632369094621737, "train_acc": 0.9962825278810409, "test_loss": 0.26800123669884424, "test_acc": 0.9393939393939394, "best_acc": 0.946969696969697, "spike_rates": [0.07438365632996839, 0.10079622706946205, 0.11685229136663325, 0.14259549537125757, 0.15438973991309896], "spikes_per_sample": 342943.53987556556, "wall_time_s": 2.3065171241760254, "timestamp": "2026-08-21T09:37:30.520776+00:00"}
|
| 69 |
+
{"epoch": 69, "train_loss": 1.348244851406622, "train_acc": 0.9944237918215614, "test_loss": 0.2691117809577422, "test_acc": 0.946969696969697, "best_acc": 0.946969696969697, "spike_rates": [0.0744945656727342, 0.0995782534865772, 0.1159465895856128, 0.14229401157182806, 0.15436669658212102], "spikes_per_sample": 341384.57324660633, "wall_time_s": 2.3077683448791504, "timestamp": "2026-08-21T09:37:32.853564+00:00"}
|
| 70 |
+
{"epoch": 70, "train_loss": 1.354788722601965, "train_acc": 0.9944237918215614, "test_loss": 0.2702997931928346, "test_acc": 0.9318181818181818, "best_acc": 0.946969696969697, "spike_rates": [0.07605023813598297, 0.0998886227607727, 0.11664742625811521, 0.14126318430199342, 0.1536265418810003], "spikes_per_sample": 345197.2241233032, "wall_time_s": 2.2967422008514404, "timestamp": "2026-08-21T09:37:35.175272+00:00"}
|
| 71 |
+
{"epoch": 71, "train_loss": 1.3505947226485355, "train_acc": 0.9944237918215614, "test_loss": 0.26196469592325616, "test_acc": 0.9507575757575758, "best_acc": 0.9507575757575758, "spike_rates": [0.07472265774712843, 0.09894980358726838, 0.11656641478047651, 0.14082757076796362, 0.15068026588243597], "spikes_per_sample": 341306.465780543, "wall_time_s": 2.288688898086548, "timestamp": "2026-08-21T09:37:37.490582+00:00"}
|
| 72 |
+
{"epoch": 72, "train_loss": 1.3679762484858913, "train_acc": 0.9907063197026023, "test_loss": 0.28201300583102484, "test_acc": 0.9431818181818182, "best_acc": 0.9507575757575758, "spike_rates": [0.07466047563973595, 0.0999774595393854, 0.11697953325860641, 0.14122850316412308, 0.1501240966951146], "spikes_per_sample": 342518.73359728506, "wall_time_s": 2.2960166931152344, "timestamp": "2026-08-21T09:37:39.817924+00:00"}
|
| 73 |
+
{"epoch": 73, "train_loss": 1.338950516566025, "train_acc": 0.9962825278810409, "test_loss": 0.2509812979084073, "test_acc": 0.9356060606060606, "best_acc": 0.9507575757575758, "spike_rates": [0.07535815107471802, 0.10049473932560753, 0.11676127463579178, 0.14124029524186077, 0.1510405908612644], "spikes_per_sample": 344419.86411199096, "wall_time_s": 2.2923126220703125, "timestamp": "2026-08-21T09:37:42.137513+00:00"}
|
| 74 |
+
{"epoch": 74, "train_loss": 1.3421483837538934, "train_acc": 0.9981412639405205, "test_loss": 0.2958601293238727, "test_acc": 0.9356060606060606, "best_acc": 0.9507575757575758, "spike_rates": [0.07438898437163409, 0.09890675588565714, 0.11544471146429286, 0.14144396518959718, 0.15687189996242523], "spikes_per_sample": 340104.35265837103, "wall_time_s": 2.3042893409729004, "timestamp": "2026-08-21T09:37:44.467464+00:00"}
|
| 75 |
+
{"epoch": 75, "train_loss": 1.3347424157933232, "train_acc": 1.0, "test_loss": 0.2738664737253478, "test_acc": 0.9318181818181818, "best_acc": 0.9507575757575758, "spike_rates": [0.0741088495535009, 0.09924033459495096, 0.11574803774847704, 0.14189323256997502, 0.15576580955701716], "spikes_per_sample": 340075.57664027147, "wall_time_s": 2.292189121246338, "timestamp": "2026-08-21T09:37:46.785854+00:00"}
|
| 76 |
+
{"epoch": 76, "train_loss": 1.380927518397902, "train_acc": 0.9888475836431226, "test_loss": 0.2861846856998675, "test_acc": 0.9393939393939394, "best_acc": 0.9507575757575758, "spike_rates": [0.07428807677591548, 0.10041435720289454, 0.11534762470161214, 0.14209375661962173, 0.15144613998777726], "spikes_per_sample": 341464.7518382353, "wall_time_s": 2.3012702465057373, "timestamp": "2026-08-21T09:37:49.111959+00:00"}
|
| 77 |
+
{"epoch": 77, "train_loss": 1.319737608991148, "train_acc": 0.9962825278810409, "test_loss": 0.2792243307287043, "test_acc": 0.9507575757575758, "best_acc": 0.9507575757575758, "spike_rates": [0.07449676666189642, 0.09951239429852542, 0.11508857984753217, 0.14151906002970302, 0.15215185898191788], "spikes_per_sample": 340749.3741515837, "wall_time_s": 2.299739122390747, "timestamp": "2026-08-21T09:37:51.440286+00:00"}
|
| 78 |
+
{"epoch": 78, "train_loss": 1.333028230525304, "train_acc": 0.9981412639405205, "test_loss": 0.2575468926718741, "test_acc": 0.946969696969697, "best_acc": 0.9507575757575758, "spike_rates": [0.07463980904396843, 0.10025465181645225, 0.11495679660755045, 0.1409452233244391, 0.15099952676716974], "spikes_per_sample": 341674.58017533936, "wall_time_s": 2.301924228668213, "timestamp": "2026-08-21T09:37:53.767656+00:00"}
|
| 79 |
+
{"epoch": 79, "train_loss": 1.3383832536222324, "train_acc": 0.9981412639405205, "test_loss": 0.27151376279917633, "test_acc": 0.946969696969697, "best_acc": 0.9507575757575758, "spike_rates": [0.07515563377562691, 0.10042927764794406, 0.11541572432307635, 0.14020843014997594, 0.1508103460073471], "spikes_per_sample": 343082.1186368778, "wall_time_s": 2.308551788330078, "timestamp": "2026-08-21T09:37:56.101863+00:00"}
|
| 80 |
+
{"epoch": 80, "train_loss": 1.3232096017071748, "train_acc": 0.9981412639405205, "test_loss": 0.2729014952977498, "test_acc": 0.9431818181818182, "best_acc": 0.9507575757575758, "spike_rates": [0.07539289488511927, 0.10048366995418773, 0.11506665673326044, 0.14049086675924413, 0.1494293046348235], "spikes_per_sample": 343479.17604638013, "wall_time_s": 2.3061792850494385, "timestamp": "2026-08-21T09:37:58.434428+00:00"}
|
| 81 |
+
{"epoch": 81, "train_loss": 1.3247718731266858, "train_acc": 1.0, "test_loss": 0.2988442299943982, "test_acc": 0.9318181818181818, "best_acc": 0.9507575757575758, "spike_rates": [0.07447918855092105, 0.09938053348485161, 0.11404179255752002, 0.1405021977775237, 0.15442137946100795], "spikes_per_sample": 339910.92887443444, "wall_time_s": 2.308577537536621, "timestamp": "2026-08-21T09:38:00.768886+00:00"}
|
| 82 |
+
{"epoch": 82, "train_loss": 1.3190021147072093, "train_acc": 1.0, "test_loss": 0.28316153992306103, "test_acc": 0.9356060606060606, "best_acc": 0.9507575757575758, "spike_rates": [0.07511735269251991, 0.10101023009594749, 0.11563637984149597, 0.14038817847476287, 0.15242796698037317], "spikes_per_sample": 343762.8543552036, "wall_time_s": 2.304398775100708, "timestamp": "2026-08-21T09:38:03.098004+00:00"}
|
| 83 |
+
{"epoch": 83, "train_loss": 1.324736083750388, "train_acc": 0.9981412639405205, "test_loss": 0.28038181003296014, "test_acc": 0.9356060606060606, "best_acc": 0.9507575757575758, "spike_rates": [0.07479477673768997, 0.09987220211940653, 0.11536792008315816, 0.14043158555732055, 0.15142591034664826], "spikes_per_sample": 341750.2162047511, "wall_time_s": 2.3215839862823486, "timestamp": "2026-08-21T09:38:05.444724+00:00"}
|
| 84 |
+
{"epoch": 84, "train_loss": 1.3208084341318633, "train_acc": 1.0, "test_loss": 0.2841866264740626, "test_acc": 0.9356060606060606, "best_acc": 0.9507575757575758, "spike_rates": [0.07535101385677562, 0.09973843264229157, 0.11457825013819863, 0.14050871572073767, 0.15047239117762623], "spikes_per_sample": 342365.00933257915, "wall_time_s": 2.316333293914795, "timestamp": "2026-08-21T09:38:07.787775+00:00"}
|
| 85 |
+
{"epoch": 85, "train_loss": 1.309352650518311, "train_acc": 0.9981412639405205, "test_loss": 0.26349305203466705, "test_acc": 0.9431818181818182, "best_acc": 0.9507575757575758, "spike_rates": [0.07489805011188283, 0.09943648559205673, 0.1149252696948893, 0.1403829087229336, 0.14994528977309957], "spikes_per_sample": 341260.44739819004, "wall_time_s": 2.3107705116271973, "timestamp": "2026-08-21T09:38:10.124599+00:00"}
|
| 86 |
+
{"epoch": 86, "train_loss": 1.3475858961339333, "train_acc": 0.9962825278810409, "test_loss": 0.2538995300278519, "test_acc": 0.9507575757575758, "best_acc": 0.9507575757575758, "spike_rates": [0.07468357769881978, 0.10030577156473608, 0.11486498617074069, 0.14053407662055073, 0.15207900019253], "spikes_per_sample": 341726.92251131224, "wall_time_s": 2.3104794025421143, "timestamp": "2026-08-21T09:38:12.460955+00:00"}
|
| 87 |
+
{"epoch": 87, "train_loss": 1.3044119678908563, "train_acc": 0.9944237918215614, "test_loss": 0.2805313531196479, "test_acc": 0.9431818181818182, "best_acc": 0.9507575757575758, "spike_rates": [0.07601350589710124, 0.1009428899954347, 0.11534833995734944, 0.14134039948968327, 0.15557051844456615], "spikes_per_sample": 345570.82451923075, "wall_time_s": 2.330470561981201, "timestamp": "2026-08-21T09:38:14.816756+00:00"}
|
| 88 |
+
{"epoch": 88, "train_loss": 1.307021058625005, "train_acc": 1.0, "test_loss": 0.27384727290182403, "test_acc": 0.946969696969697, "best_acc": 0.9507575757575758, "spike_rates": [0.0759544262991232, 0.10040017173570745, 0.11445664526785121, 0.14050504302277284, 0.15307249567087958], "spikes_per_sample": 344280.625989819, "wall_time_s": 2.32499361038208, "timestamp": "2026-08-21T09:38:17.168257+00:00"}
|
| 89 |
+
{"epoch": 89, "train_loss": 1.327914826045692, "train_acc": 0.9962825278810409, "test_loss": 0.2755275151946328, "test_acc": 0.946969696969697, "best_acc": 0.9507575757575758, "spike_rates": [0.07542029023170471, 0.10003537816159866, 0.11449742229545817, 0.13996892378610723, 0.14765391630284927], "spikes_per_sample": 342688.24208144797, "wall_time_s": 2.32401967048645, "timestamp": "2026-08-21T09:38:19.516825+00:00"}
|
| 90 |
+
{"epoch": 90, "train_loss": 1.3043078968516069, "train_acc": 0.9981412639405205, "test_loss": 0.2670985988595269, "test_acc": 0.9393939393939394, "best_acc": 0.9507575757575758, "spike_rates": [0.07538446301923078, 0.09955739536706139, 0.11456084119922974, 0.1406662955003626, 0.15321640144376195], "spikes_per_sample": 342278.1949943439, "wall_time_s": 2.3309576511383057, "timestamp": "2026-08-21T09:38:21.873803+00:00"}
|
| 91 |
+
{"epoch": 91, "train_loss": 1.3389319956967378, "train_acc": 0.9962825278810409, "test_loss": 0.2687054249373349, "test_acc": 0.9431818181818182, "best_acc": 0.9507575757575758, "spike_rates": [0.07475927603595398, 0.09920078735141193, 0.11382242642781314, 0.14023488497032838, 0.15126087648027084], "spikes_per_sample": 340134.5031108597, "wall_time_s": 2.323263168334961, "timestamp": "2026-08-21T09:38:24.222722+00:00"}
|
| 92 |
+
{"epoch": 92, "train_loss": 1.32832693876387, "train_acc": 1.0, "test_loss": 0.2672660852020437, "test_acc": 0.9356060606060606, "best_acc": 0.9507575757575758, "spike_rates": [0.0749319051118458, 0.10031176226980545, 0.11436915134682375, 0.14113657351802378, 0.1520231602823033], "spikes_per_sample": 342071.4035633484, "wall_time_s": 2.3211889266967773, "timestamp": "2026-08-21T09:38:26.568989+00:00"}
|
| 93 |
+
{"epoch": 93, "train_loss": 1.349359100192896, "train_acc": 0.9962825278810409, "test_loss": 0.27085143056782807, "test_acc": 0.946969696969697, "best_acc": 0.9507575757575758, "spike_rates": [0.07519611540962667, 0.09987801839323605, 0.1145164331092554, 0.14087781222427592, 0.15162254782284007], "spikes_per_sample": 342211.70842760184, "wall_time_s": 2.3234455585479736, "timestamp": "2026-08-21T09:38:28.918196+00:00"}
|
| 94 |
+
{"epoch": 94, "train_loss": 1.3114354956105738, "train_acc": 1.0, "test_loss": 0.2781314028031898, "test_acc": 0.9507575757575758, "best_acc": 0.9507575757575758, "spike_rates": [0.07504088037154254, 0.09841652740450467, 0.11383693577612147, 0.1403460169539732, 0.1525080756229513], "spikes_per_sample": 339933.5687217195, "wall_time_s": 2.3177623748779297, "timestamp": "2026-08-21T09:38:31.262327+00:00"}
|
| 95 |
+
{"epoch": 95, "train_loss": 1.306999786635757, "train_acc": 0.9962825278810409, "test_loss": 0.27673446545095154, "test_acc": 0.946969696969697, "best_acc": 0.9507575757575758, "spike_rates": [0.07491292892133489, 0.09974198306308073, 0.11418828192879171, 0.14038409205044017, 0.15057426603401408], "spikes_per_sample": 341230.83102375566, "wall_time_s": 2.312695264816284, "timestamp": "2026-08-21T09:38:33.601273+00:00"}
|
| 96 |
+
{"epoch": 96, "train_loss": 1.32725310414254, "train_acc": 0.9962825278810409, "test_loss": 0.25655684687874536, "test_acc": 0.946969696969697, "best_acc": 0.9507575757575758, "spike_rates": [0.07544826760011561, 0.10081537900602117, 0.11493661298471339, 0.14085370915777543, 0.15225162839188294], "spikes_per_sample": 343945.4957579185, "wall_time_s": 2.3099467754364014, "timestamp": "2026-08-21T09:38:35.937492+00:00"}
|
| 97 |
+
{"epoch": 97, "train_loss": 1.310053796130042, "train_acc": 0.9962825278810409, "test_loss": 0.27426339731071936, "test_acc": 0.9431818181818182, "best_acc": 0.9507575757575758, "spike_rates": [0.0752816997906741, 0.09945836487938375, 0.11394321830833659, 0.14008292380501242, 0.15265334529035232], "spikes_per_sample": 341554.96083144797, "wall_time_s": 2.3162553310394287, "timestamp": "2026-08-21T09:38:38.278355+00:00"}
|
| 98 |
+
{"epoch": 98, "train_loss": 1.3172330173861138, "train_acc": 0.9981412639405205, "test_loss": 0.2596304886268847, "test_acc": 0.9431818181818182, "best_acc": 0.9507575757575758, "spike_rates": [0.07518879937774994, 0.10079852447790258, 0.11472266737152548, 0.1406370024470722, 0.15301391131737652], "spikes_per_sample": 343248.7437782805, "wall_time_s": 2.3005433082580566, "timestamp": "2026-08-21T09:38:40.603611+00:00"}
|
| 99 |
+
{"epoch": 99, "train_loss": 1.3046362382328642, "train_acc": 0.9981412639405205, "test_loss": 0.2596021938053044, "test_acc": 0.946969696969697, "best_acc": 0.9507575757575758, "spike_rates": [0.07528811780845418, 0.0998916696099674, 0.11442539008224711, 0.14030387296396143, 0.15124537664301255], "spikes_per_sample": 342293.4056843891, "wall_time_s": 2.307560920715332, "timestamp": "2026-08-21T09:38:42.936215+00:00"}
|
| 100 |
+
{"epoch": 100, "train_loss": 1.3111283136566332, "train_acc": 1.0, "test_loss": 0.2566452875281825, "test_acc": 0.9431818181818182, "best_acc": 0.9507575757575758, "spike_rates": [0.07549454797716702, 0.10027703599018209, 0.1145109779694501, 0.13984467878061183, 0.15033715086824753], "spikes_per_sample": 343107.95192307694, "wall_time_s": 2.3092362880706787, "timestamp": "2026-08-21T09:38:45.271365+00:00"}
|
opt2_seenn_early_exit/opt2_conf0.30_binomial.gpu_telemetry.csv
ADDED
|
@@ -0,0 +1,147 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
timestamp,index,utilization.gpu,utilization.memory,memory.used,memory.total,temperature.gpu,power.draw,clocks.sm
|
| 2 |
+
2026/08/21 09:32:53.706, 0, 0, 0, 0, 15360, 56, 10.86, 300
|
| 3 |
+
2026/08/21 09:32:53.723, 1, 0, 0, 0, 15360, 53, 11.06, 300
|
| 4 |
+
2026/08/21 09:32:58.786, 0, 0, 0, 123, 15360, 58, 30.00, 585
|
| 5 |
+
2026/08/21 09:32:58.797, 1, 0, 0, 123, 15360, 55, 29.53, 585
|
| 6 |
+
2026/08/21 09:33:03.846, 0, 0, 0, 205, 15360, 59, 30.10, 585
|
| 7 |
+
2026/08/21 09:33:03.856, 1, 100, 0, 205, 15360, 58, 43.13, 1590
|
| 8 |
+
2026/08/21 09:33:08.900, 0, 0, 0, 205, 15360, 59, 30.20, 585
|
| 9 |
+
2026/08/21 09:33:08.911, 1, 100, 0, 205, 15360, 59, 43.52, 1590
|
| 10 |
+
2026/08/21 09:33:13.955, 0, 0, 0, 205, 15360, 59, 30.20, 585
|
| 11 |
+
2026/08/21 09:33:13.965, 1, 100, 0, 205, 15360, 60, 43.82, 1590
|
| 12 |
+
2026/08/21 09:33:19.009, 0, 0, 0, 205, 15360, 60, 30.30, 585
|
| 13 |
+
2026/08/21 09:33:19.020, 1, 100, 0, 205, 15360, 61, 44.21, 1590
|
| 14 |
+
2026/08/21 09:33:24.065, 0, 0, 0, 205, 15360, 60, 30.30, 585
|
| 15 |
+
2026/08/21 09:33:24.075, 1, 81, 0, 205, 15360, 62, 44.21, 1590
|
| 16 |
+
2026/08/21 09:33:29.120, 0, 0, 0, 205, 15360, 60, 30.30, 585
|
| 17 |
+
2026/08/21 09:33:29.131, 1, 0, 0, 205, 15360, 61, 30.70, 585
|
| 18 |
+
2026/08/21 09:33:34.178, 0, 0, 0, 205, 15360, 60, 30.40, 585
|
| 19 |
+
2026/08/21 09:33:34.188, 1, 0, 0, 205, 15360, 61, 30.60, 585
|
| 20 |
+
2026/08/21 09:33:39.236, 0, 0, 0, 205, 15360, 60, 30.50, 585
|
| 21 |
+
2026/08/21 09:33:39.246, 1, 0, 0, 205, 15360, 61, 30.80, 585
|
| 22 |
+
2026/08/21 09:33:44.296, 0, 0, 0, 205, 15360, 61, 30.50, 585
|
| 23 |
+
2026/08/21 09:33:44.306, 1, 0, 0, 205, 15360, 61, 30.70, 585
|
| 24 |
+
2026/08/21 09:33:49.353, 0, 0, 0, 205, 15360, 61, 30.60, 585
|
| 25 |
+
2026/08/21 09:33:49.363, 1, 0, 0, 205, 15360, 61, 30.70, 585
|
| 26 |
+
2026/08/21 09:33:54.424, 0, 0, 0, 205, 15360, 61, 30.60, 585
|
| 27 |
+
2026/08/21 09:33:54.434, 1, 0, 0, 205, 15360, 61, 30.70, 585
|
| 28 |
+
2026/08/21 09:33:59.484, 0, 0, 0, 205, 15360, 61, 30.60, 585
|
| 29 |
+
2026/08/21 09:33:59.495, 1, 0, 0, 205, 15360, 61, 30.70, 585
|
| 30 |
+
2026/08/21 09:34:04.542, 0, 0, 0, 205, 15360, 61, 30.60, 585
|
| 31 |
+
2026/08/21 09:34:04.552, 1, 0, 0, 205, 15360, 61, 30.70, 585
|
| 32 |
+
2026/08/21 09:34:09.600, 0, 0, 0, 205, 15360, 61, 30.70, 585
|
| 33 |
+
2026/08/21 09:34:09.611, 1, 0, 0, 205, 15360, 61, 30.70, 585
|
| 34 |
+
2026/08/21 09:34:14.660, 0, 0, 0, 341, 15360, 61, 30.70, 585
|
| 35 |
+
2026/08/21 09:34:14.671, 1, 0, 0, 205, 15360, 61, 30.80, 585
|
| 36 |
+
2026/08/21 09:34:19.720, 0, 0, 0, 341, 15360, 62, 30.99, 585
|
| 37 |
+
2026/08/21 09:34:19.730, 1, 0, 0, 205, 15360, 61, 30.80, 585
|
| 38 |
+
2026/08/21 09:34:24.778, 0, 0, 0, 341, 15360, 62, 30.90, 585
|
| 39 |
+
2026/08/21 09:34:24.789, 1, 0, 0, 205, 15360, 61, 30.90, 585
|
| 40 |
+
2026/08/21 09:34:29.838, 0, 100, 0, 395, 15360, 64, 45.69, 1590
|
| 41 |
+
2026/08/21 09:34:29.845, 1, 0, 0, 205, 15360, 62, 30.90, 585
|
| 42 |
+
2026/08/21 09:34:34.891, 0, 100, 0, 395, 15360, 65, 45.96, 1590
|
| 43 |
+
2026/08/21 09:34:34.899, 1, 0, 0, 205, 15360, 62, 30.90, 585
|
| 44 |
+
2026/08/21 09:34:39.947, 0, 100, 0, 395, 15360, 66, 46.35, 1590
|
| 45 |
+
2026/08/21 09:34:39.954, 1, 0, 0, 341, 15360, 62, 30.90, 585
|
| 46 |
+
2026/08/21 09:34:45.003, 0, 100, 0, 395, 15360, 67, 46.65, 1590
|
| 47 |
+
2026/08/21 09:34:45.011, 1, 0, 0, 341, 15360, 62, 30.99, 585
|
| 48 |
+
2026/08/21 09:34:50.058, 0, 100, 0, 395, 15360, 67, 46.94, 1590
|
| 49 |
+
2026/08/21 09:34:50.066, 1, 0, 0, 341, 15360, 62, 30.99, 585
|
| 50 |
+
2026/08/21 09:34:55.115, 0, 97, 86, 2703, 15360, 70, 66.61, 1140
|
| 51 |
+
2026/08/21 09:34:55.129, 1, 95, 84, 2703, 15360, 66, 62.47, 1335
|
| 52 |
+
2026/08/21 09:35:00.187, 0, 95, 79, 2703, 15360, 71, 63.81, 1050
|
| 53 |
+
2026/08/21 09:35:00.201, 1, 95, 78, 2703, 15360, 68, 73.24, 1125
|
| 54 |
+
2026/08/21 09:35:05.256, 0, 95, 78, 2703, 15360, 72, 64.30, 1125
|
| 55 |
+
2026/08/21 09:35:05.275, 1, 97, 51, 2703, 15360, 69, 42.04, 1575
|
| 56 |
+
2026/08/21 09:35:10.323, 0, 81, 74, 2703, 15360, 73, 73.43, 1110
|
| 57 |
+
2026/08/21 09:35:10.341, 1, 97, 81, 2703, 15360, 71, 64.00, 1140
|
| 58 |
+
2026/08/21 09:35:15.393, 0, 97, 83, 2703, 15360, 74, 69.70, 1035
|
| 59 |
+
2026/08/21 09:35:15.412, 1, 97, 81, 2703, 15360, 72, 65.04, 1140
|
| 60 |
+
2026/08/21 09:35:20.460, 0, 97, 82, 2703, 15360, 76, 71.62, 960
|
| 61 |
+
2026/08/21 09:35:20.481, 1, 95, 75, 2703, 15360, 73, 73.58, 1170
|
| 62 |
+
2026/08/21 09:35:25.538, 0, 94, 78, 2703, 15360, 77, 62.14, 1125
|
| 63 |
+
2026/08/21 09:35:25.554, 1, 93, 77, 2703, 15360, 74, 62.04, 1035
|
| 64 |
+
2026/08/21 09:35:30.605, 0, 96, 80, 2703, 15360, 79, 55.97, 930
|
| 65 |
+
2026/08/21 09:35:30.622, 1, 95, 76, 2703, 15360, 74, 63.97, 1035
|
| 66 |
+
2026/08/21 09:35:35.672, 0, 98, 95, 2703, 15360, 80, 62.18, 1050
|
| 67 |
+
2026/08/21 09:35:35.691, 1, 100, 0, 2703, 15360, 75, 50.72, 1590
|
| 68 |
+
2026/08/21 09:35:40.739, 0, 82, 71, 2703, 15360, 81, 65.53, 945
|
| 69 |
+
2026/08/21 09:35:40.757, 1, 95, 76, 2703, 15360, 76, 66.42, 1035
|
| 70 |
+
2026/08/21 09:35:45.807, 0, 95, 77, 2703, 15360, 81, 64.89, 1005
|
| 71 |
+
2026/08/21 09:35:45.821, 1, 97, 79, 2703, 15360, 77, 64.51, 1170
|
| 72 |
+
2026/08/21 09:35:50.871, 0, 97, 75, 2703, 15360, 81, 63.77, 900
|
| 73 |
+
2026/08/21 09:35:50.887, 1, 95, 76, 2703, 15360, 76, 59.01, 1005
|
| 74 |
+
2026/08/21 09:35:55.939, 0, 95, 77, 2703, 15360, 79, 61.46, 1035
|
| 75 |
+
2026/08/21 09:35:55.961, 1, 97, 79, 2703, 15360, 74, 62.04, 1140
|
| 76 |
+
2026/08/21 09:36:01.016, 0, 97, 81, 2703, 15360, 78, 65.53, 990
|
| 77 |
+
2026/08/21 09:36:01.030, 1, 95, 74, 2703, 15360, 73, 74.27, 1125
|
| 78 |
+
2026/08/21 09:36:06.080, 0, 95, 78, 2703, 15360, 77, 63.77, 1095
|
| 79 |
+
2026/08/21 09:36:06.098, 1, 97, 82, 2703, 15360, 72, 66.18, 1200
|
| 80 |
+
2026/08/21 09:36:11.152, 0, 98, 92, 2703, 15360, 76, 67.69, 1140
|
| 81 |
+
2026/08/21 09:36:11.172, 1, 100, 0, 2703, 15360, 71, 49.05, 1590
|
| 82 |
+
2026/08/21 09:36:16.223, 0, 97, 82, 2703, 15360, 75, 69.02, 1065
|
| 83 |
+
2026/08/21 09:36:16.233, 1, 95, 76, 2703, 15360, 71, 72.31, 1215
|
| 84 |
+
2026/08/21 09:36:21.285, 0, 95, 77, 2703, 15360, 75, 69.56, 1005
|
| 85 |
+
2026/08/21 09:36:21.304, 1, 95, 80, 2703, 15360, 71, 65.49, 1170
|
| 86 |
+
2026/08/21 09:36:26.362, 0, 95, 79, 2703, 15360, 75, 66.32, 1005
|
| 87 |
+
2026/08/21 09:36:26.380, 1, 95, 79, 2703, 15360, 71, 61.75, 1080
|
| 88 |
+
2026/08/21 09:36:31.432, 0, 95, 79, 2703, 15360, 75, 56.72, 960
|
| 89 |
+
2026/08/21 09:36:31.452, 1, 96, 82, 2703, 15360, 71, 67.06, 1095
|
| 90 |
+
2026/08/21 09:36:36.506, 0, 96, 87, 2703, 15360, 75, 67.84, 1110
|
| 91 |
+
2026/08/21 09:36:36.527, 1, 98, 22, 2703, 15360, 71, 49.25, 1590
|
| 92 |
+
2026/08/21 09:36:41.574, 0, 95, 77, 2703, 15360, 76, 68.04, 945
|
| 93 |
+
2026/08/21 09:36:41.589, 1, 97, 80, 2703, 15360, 72, 68.43, 1065
|
| 94 |
+
2026/08/21 09:36:46.643, 0, 95, 77, 2703, 15360, 77, 63.16, 1140
|
| 95 |
+
2026/08/21 09:36:46.658, 1, 95, 76, 2703, 15360, 73, 62.50, 1140
|
| 96 |
+
2026/08/21 09:36:51.710, 0, 95, 79, 2703, 15360, 78, 62.69, 915
|
| 97 |
+
2026/08/21 09:36:51.724, 1, 96, 78, 2703, 15360, 74, 66.67, 1005
|
| 98 |
+
2026/08/21 09:36:56.780, 0, 95, 78, 2703, 15360, 79, 57.70, 855
|
| 99 |
+
2026/08/21 09:36:56.793, 1, 95, 74, 2703, 15360, 75, 65.79, 1005
|
| 100 |
+
2026/08/21 09:37:01.848, 0, 95, 78, 2703, 15360, 79, 61.16, 1035
|
| 101 |
+
2026/08/21 09:37:01.864, 1, 95, 77, 2703, 15360, 75, 51.87, 1005
|
| 102 |
+
2026/08/21 09:37:06.914, 0, 97, 81, 2703, 15360, 79, 63.51, 1020
|
| 103 |
+
2026/08/21 09:37:06.929, 1, 97, 51, 2703, 15360, 74, 50.23, 1575
|
| 104 |
+
2026/08/21 09:37:11.975, 0, 84, 83, 2703, 15360, 78, 66.42, 1095
|
| 105 |
+
2026/08/21 09:37:11.990, 1, 97, 32, 2703, 15360, 74, 54.79, 1095
|
| 106 |
+
2026/08/21 09:37:17.046, 0, 97, 82, 2703, 15360, 77, 63.91, 1020
|
| 107 |
+
2026/08/21 09:37:17.058, 1, 95, 78, 2703, 15360, 74, 65.04, 1170
|
| 108 |
+
2026/08/21 09:37:22.113, 0, 96, 81, 2703, 15360, 77, 63.48, 1095
|
| 109 |
+
2026/08/21 09:37:22.128, 1, 95, 80, 2703, 15360, 73, 59.30, 1125
|
| 110 |
+
2026/08/21 09:37:27.181, 0, 96, 79, 2703, 15360, 77, 60.16, 930
|
| 111 |
+
2026/08/21 09:37:27.195, 1, 97, 78, 2703, 15360, 73, 66.32, 1035
|
| 112 |
+
2026/08/21 09:37:32.252, 0, 97, 82, 2703, 15360, 76, 64.50, 1125
|
| 113 |
+
2026/08/21 09:37:32.270, 1, 94, 78, 2703, 15360, 73, 64.30, 1215
|
| 114 |
+
2026/08/21 09:37:37.324, 0, 95, 78, 2703, 15360, 76, 67.69, 1110
|
| 115 |
+
2026/08/21 09:37:37.345, 1, 96, 64, 2703, 15360, 72, 48.66, 1575
|
| 116 |
+
2026/08/21 09:37:42.393, 0, 84, 74, 2703, 15360, 76, 65.73, 930
|
| 117 |
+
2026/08/21 09:37:42.407, 1, 97, 47, 2703, 15360, 73, 75.29, 1140
|
| 118 |
+
2026/08/21 09:37:47.464, 0, 95, 78, 2703, 15360, 76, 64.59, 1110
|
| 119 |
+
2026/08/21 09:37:47.478, 1, 95, 78, 2703, 15360, 73, 64.51, 1200
|
| 120 |
+
2026/08/21 09:37:52.531, 0, 96, 76, 2703, 15360, 77, 73.78, 945
|
| 121 |
+
2026/08/21 09:37:52.549, 1, 95, 76, 2703, 15360, 73, 73.29, 1125
|
| 122 |
+
2026/08/21 09:37:57.604, 0, 97, 81, 2703, 15360, 77, 63.18, 1155
|
| 123 |
+
2026/08/21 09:37:57.621, 1, 97, 80, 2703, 15360, 73, 66.22, 1140
|
| 124 |
+
2026/08/21 09:38:02.685, 0, 95, 80, 2703, 15360, 77, 62.34, 945
|
| 125 |
+
2026/08/21 09:38:02.699, 1, 95, 79, 2703, 15360, 74, 59.40, 1005
|
| 126 |
+
2026/08/21 09:38:07.755, 0, 96, 87, 2703, 15360, 77, 67.45, 1050
|
| 127 |
+
2026/08/21 09:38:07.775, 1, 98, 35, 2703, 15360, 73, 50.23, 1590
|
| 128 |
+
2026/08/21 09:38:12.819, 0, 87, 74, 2703, 15360, 78, 63.08, 900
|
| 129 |
+
2026/08/21 09:38:12.840, 1, 95, 74, 2703, 15360, 74, 66.71, 1080
|
| 130 |
+
2026/08/21 09:38:17.892, 0, 95, 78, 2703, 15360, 78, 63.42, 900
|
| 131 |
+
2026/08/21 09:38:17.911, 1, 95, 77, 2703, 15360, 74, 57.05, 1020
|
| 132 |
+
2026/08/21 09:38:22.969, 0, 95, 78, 2703, 15360, 77, 64.00, 900
|
| 133 |
+
2026/08/21 09:38:22.984, 1, 95, 76, 2703, 15360, 74, 56.36, 1035
|
| 134 |
+
2026/08/21 09:38:28.043, 0, 95, 79, 2703, 15360, 77, 57.25, 990
|
| 135 |
+
2026/08/21 09:38:28.065, 1, 95, 79, 2703, 15360, 74, 65.63, 1110
|
| 136 |
+
2026/08/21 09:38:33.118, 0, 95, 77, 2703, 15360, 77, 66.51, 1125
|
| 137 |
+
2026/08/21 09:38:33.136, 1, 95, 77, 2703, 15360, 74, 59.43, 1155
|
| 138 |
+
2026/08/21 09:38:38.189, 0, 96, 81, 2703, 15360, 77, 64.89, 1035
|
| 139 |
+
2026/08/21 09:38:38.209, 1, 100, 0, 2703, 15360, 73, 50.04, 1590
|
| 140 |
+
2026/08/21 09:38:43.253, 0, 84, 75, 2703, 15360, 76, 71.13, 1125
|
| 141 |
+
2026/08/21 09:38:43.268, 1, 95, 76, 2703, 15360, 73, 56.07, 1170
|
| 142 |
+
2026/08/21 09:38:48.319, 0, 83, 56, 2705, 15360, 77, 71.47, 990
|
| 143 |
+
2026/08/21 09:38:48.333, 1, 0, 0, 3, 15360, 71, 33.43, 630
|
| 144 |
+
2026/08/21 09:38:53.381, 0, 84, 58, 2705, 15360, 77, 69.96, 1215
|
| 145 |
+
2026/08/21 09:38:53.393, 1, 0, 0, 3, 15360, 68, 16.50, 300
|
| 146 |
+
2026/08/21 09:38:58.448, 0, 98, 96, 2707, 15360, 77, 66.51, 1050
|
| 147 |
+
2026/08/21 09:38:58.463, 1, 0, 0, 3, 15360, 65, 11.95, 300
|
opt2_seenn_early_exit/opt2_conf0.30_binomial.summary.json
ADDED
|
@@ -0,0 +1,88 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"tag": "opt2_conf0.30_binomial",
|
| 3 |
+
"script": "opt2_seenn_early_exit.py",
|
| 4 |
+
"script_sha256_16": "da54b7848eb494df",
|
| 5 |
+
"hf_folder": "opt2_seenn_early_exit",
|
| 6 |
+
"priority": 1,
|
| 7 |
+
"note": "",
|
| 8 |
+
"phase": 4,
|
| 9 |
+
"n_phases": 10,
|
| 10 |
+
"command": [
|
| 11 |
+
"/usr/bin/python3",
|
| 12 |
+
"-m",
|
| 13 |
+
"torch.distributed.run",
|
| 14 |
+
"--standalone",
|
| 15 |
+
"--nproc_per_node=2",
|
| 16 |
+
"/kaggle/temp/snn_runs/scripts/opt2_seenn_early_exit.py",
|
| 17 |
+
"--epochs",
|
| 18 |
+
"100",
|
| 19 |
+
"--batch-size",
|
| 20 |
+
"32",
|
| 21 |
+
"--num-bins",
|
| 22 |
+
"16",
|
| 23 |
+
"--event-eval",
|
| 24 |
+
"--no-hf",
|
| 25 |
+
"--no-resume",
|
| 26 |
+
"--data-dir",
|
| 27 |
+
"/kaggle/temp/dvs128_data",
|
| 28 |
+
"--num-classes",
|
| 29 |
+
"11",
|
| 30 |
+
"--bench",
|
| 31 |
+
"--seenn-conf",
|
| 32 |
+
"0.30",
|
| 33 |
+
"--seenn-metric",
|
| 34 |
+
"binomial"
|
| 35 |
+
],
|
| 36 |
+
"flags": [
|
| 37 |
+
"--seenn-conf",
|
| 38 |
+
"0.30",
|
| 39 |
+
"--seenn-metric",
|
| 40 |
+
"binomial"
|
| 41 |
+
],
|
| 42 |
+
"epochs_requested": 100,
|
| 43 |
+
"epochs_completed": 100,
|
| 44 |
+
"batch_size_per_gpu": 32,
|
| 45 |
+
"num_bins_T": 16,
|
| 46 |
+
"gpus": 2,
|
| 47 |
+
"amp": false,
|
| 48 |
+
"exit_code": 0,
|
| 49 |
+
"status": "ok",
|
| 50 |
+
"duration_s": 368.9,
|
| 51 |
+
"sec_per_epoch": 3.69,
|
| 52 |
+
"started_utc": "2026-08-21T09:32:53.671851+00:00",
|
| 53 |
+
"finished_utc": "2026-08-21T09:39:02.537764+00:00",
|
| 54 |
+
"final_epoch_metrics": {
|
| 55 |
+
"epoch": 100,
|
| 56 |
+
"train_loss": 1.3111283136566332,
|
| 57 |
+
"train_acc": 1.0,
|
| 58 |
+
"test_loss": 0.2566452875281825,
|
| 59 |
+
"test_acc": 0.9431818181818182,
|
| 60 |
+
"best_acc": 0.9507575757575758,
|
| 61 |
+
"spike_rates": [
|
| 62 |
+
0.07549454797716702,
|
| 63 |
+
0.10027703599018209,
|
| 64 |
+
0.1145109779694501,
|
| 65 |
+
0.13984467878061183,
|
| 66 |
+
0.15033715086824753
|
| 67 |
+
],
|
| 68 |
+
"spikes_per_sample": 343107.95192307694,
|
| 69 |
+
"wall_time_s": 2.3092362880706787,
|
| 70 |
+
"timestamp": "2026-08-21T09:38:45.271365+00:00"
|
| 71 |
+
},
|
| 72 |
+
"best": {
|
| 73 |
+
"epoch": 71,
|
| 74 |
+
"test_acc": 0.9507575757575758
|
| 75 |
+
},
|
| 76 |
+
"event_driven": {
|
| 77 |
+
"event_driven_test_acc": 0.9431818181818182,
|
| 78 |
+
"synaptic_ops_per_inference": 250956231.5590278
|
| 79 |
+
},
|
| 80 |
+
"driver_version": 1,
|
| 81 |
+
"zip": {
|
| 82 |
+
"name": "opt2_conf0.30_binomial.zip",
|
| 83 |
+
"files": 313,
|
| 84 |
+
"bytes": 1444335685,
|
| 85 |
+
"MB": 1444.3,
|
| 86 |
+
"sha256": "be0f672e4c5b4a136805cdb4d4bef869579c4a47ffb3488b0be1edcd0c0989e7"
|
| 87 |
+
}
|
| 88 |
+
}
|
opt2_seenn_early_exit/opt2_conf0.30_binomial.zip
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:be0f672e4c5b4a136805cdb4d4bef869579c4a47ffb3488b0be1edcd0c0989e7
|
| 3 |
+
size 1444335685
|